software
Claude vs Copilot 2026: AI Comparison & Benchmarks
Claude excels at nuanced reasoning, long-context analysis, and creative writing with a 200K token context window, while Microsoft Copilot offers deeper Windows/Office integration and real-time web search capabilities across Microsoft's ecosystem. Claude is better for standalone AI tasks, while Copilot is optimized for productivity within Microsoft applications.
C
Claude
Anthropic's AI assistant focused on reasoning, safety, and nuanced analysis with industry-leading context window.
Researchers, developers, writers, and analysts who need deep reasoning, long-document analysis, and standalone AI tasks without productivity suite dependencies.
Score63%
VS
Microsoft Copilot
Microsoft's AI assistant integrated across Windows, Microsoft 365, and Bing with real-time search and native productivity features.
Microsoft 365 users, Windows professionals, and organizations prioritizing productivity tool integration with real-time web search over standalone analytical depth.
Score63%
Quick Answer
AI SummaryClaude excels at nuanced reasoning, long-context analysis, and creative writing with a 200K token context window, while Microsoft Copilot offers deeper Windows/Office integration and real-time web search capabilities across Microsoft's ecosystem. Claude is better for standalone AI tasks, while Copilot is optimized for productivity within Microsoft applications.
Our Verdict
AI-assistedChoose Claude if you need superior reasoning, advanced analysis, long-document processing (200K tokens), and creative writing without vendor lock-in. Choose Microsoft Copilot if you work heavily within Windows, Microsoft 365 (Word/Excel/Teams), need real-time web search, or want an AI assistant deeply embedded in your productivity stack.
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C
Claude
8.8/10
Microsoft Copilot
6.3/10
C
Choose Claude if
Best pickResearchers, developers, writers, and analysts who need deep reasoning, long-document analysis, and standalone AI tasks without productivity suite dependencies.
Choose Microsoft Copilot if
Microsoft 365 users, Windows professionals, and organizations prioritizing productivity tool integration with real-time web search over standalone analytical depth.
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Key Differences at a Glance
- Context Window Size:✓ Claude wins(200,000 tokens vs 32,000 tokens (default))
- Real-Time Web Search:✓ Microsoft Copilot wins(Built-in with Bing integration vs Not available)
- Office Suite Integration:✓ Microsoft Copilot wins(Deep native integration (Word, Excel, Teams, Outlook) vs Limited (via API))
Key Facts & Figures
102 numeric metrics compared
| Metric | Claude | Microsoft Copilot | Ratio |
|---|---|---|---|
| SWE-bench Verified Score(%) | 80.9% | — | — |
| Context Window (Paid Tier)(tokens) | 200,000 | — | — |
| Monthly Active Users(millions) | Claude | — | — |
| Developer Preference Rating(%) | Claude | — | — |
| Company Valuation(billions USD) | Claude | — | — |
| Context Window (Tokens)(tokens) | 200,000 | — | — |
| Input Cost per Million Tokens(USD) | $8.00 | — | — |
| Output Cost per Million Tokens(USD) | $24.00 | — | — |
| Average Response Latency(ms) | 380 | — | — |
| Multimodal Format Support(formats) | 3 (text, image, PDF) | — | — |
| Third-Party Integrations Available(count) | 2,000+ | — | — |
| Reasoning Capability Rating(score (1-10)) | 9.5 | — | — |
| Coding Benchmark (Specialist)(%) | 92% accuracy | 88% accuracy | |
| MMLU Reasoning Score(%) | 88.3% | 86.4% | |
| Pro Subscription Cost(USD/month) | $20/month | $20/month | |
| Context Window (Token Limit)(tokens) | 200,000 tokens | — | — |
| Complex Reasoning Accuracy (AIME 2024)(percent) | 85% | — | — |
| Code Generation Accuracy (HumanEval)(%) | 92% | 90.2% | |
| Subscription Cost (Primary Plan)(USD per month) | $20/month (Claude Pro) | — | — |
| Code Generation Benchmark Score(%) | 92% (HumanEval) | — | — |
| Monthly Cost (Individual User)(USD) | $20 (Claude Pro) | — | — |
| Maximum Response Time(seconds) | 2-6 seconds average | — | — |
| Document Summarization Effectiveness(%) | 89% user satisfaction | — | — |
| Monthly Subscription Cost(USD) | $20/month | — | — |
| Integrated App Support(number of apps) | Web interface + API only | — | — |
| Monthly Cost (Subscription)(USD) | $20 | — | — |
| Code Completion Latency(milliseconds) | 500-2000ms (chat response) | — | — |
| Number of Supported AI Models(models) | Claude 3.5 Sonnet, Claude 3 Opus, Claude 3 Haiku | — | — |
| Estimated Daily Active Users(millions) | ~10 million (reported by Anthropic, 2024) | — | — |
| Max File Size for Analysis(megabytes) | ~10MB per upload (practical limit) | — | — |
| Years Since Launch(years) | 2 years (launched March 2024) | — | — |
| Context Window(tokens) | 200,000 tokens | 32,000 tokens | |
| Code Generation Benchmark (HumanEval)(score out of 100) | 94/100 | 81/100 | |
| Complex Reasoning Benchmark(score out of 100) | 88/100 | 78/100 | |
| Context Window Size(tokens) | 200,000 tokens | 128K tokens | |
| MMLU Benchmark Score(percent) | 94.4% | — | — |
| API Input Cost(USD per 1M tokens) | $3 (Opus) / $0.80 (Haiku) | — | — |
| Hallucination Rate on Factual Tasks(percent) | 3-5% | — | — |
| Context Window (Maximum Tokens)(tokens) | 200,000 tokens | — | — |
| Coding Task Accuracy (HumanEval Benchmark)(%) | 92.0% | — | — |
| Standalone Pricing (Monthly)(USD) | $20 (Claude Pro) | — | — |
| Code Generation Success Rate(percent) | 88% on HumanEval | — | — |
| Platform Integration Points(platforms) | 8+ (Web, Desktop, API, Slack, etc.) | — | — |
| Response Time for Complex Tasks(seconds) | 3-6 seconds average | — | — |
| Document Summarization Quality(satisfaction score) | 8.7/10 standalone | — | — |
| Monthly Subscription (Pro/Standard)(USD) | $20 | — | — |
| Monthly Subscription Cost (Premium/Pro Tier)(USD) | $20.00/month | — | — |
| Annual Subscription Cost (Premium/Pro Tier)(USD) | $240.00/year | — | — |
| Context Window (Max Input Length)(tokens) | 200,000 tokens | — | — |
| Platform Integrations(count) | API only (requires custom setup) | — | — |
| Grammar Detection Accuracy(percent) | 94% | — | — |
| Maximum File Upload Size(GB) | 0.02 GB (20MB per file) | 10 GB | |
| Monthly Subscription Price(USD) | $20 | $20 | |
| User Reported Reasoning Quality (Scale 1-10)(score) | 9.1/10 | 8.2/10 | |
| Code Generation Accuracy(% on HumanEval) | 92% | 72% (HumanEval) | |
| Premium Subscription Cost(USD/month) | $20/month (Pro) | — | — |
| Minimum Monthly Cost for Advanced Features(USD) | $0 (included with Windows/Microsoft 365) | $0 (included with Windows/Microsoft 365) | |
| Third-Party App Integrations(integrations) | Native to Microsoft 365; limited outside | Native to Microsoft 365; limited outside | |
| Premium Monthly Cost(USD) | $30/month | $30/month | |
| M365 Task Accuracy Rate(%) | 95% | 95% | |
| Ease of Use Score(/10) | 9.5/10 | 9.5/10 | |
| Monthly Active Users(millions) | 120+ million Copilot Users | 120+ million Copilot Users | |
| Starting Price (Monthly)(USD) | Free (with ads) or Copilot Pro $20 | Free (with ads) or Copilot Pro $20 | |
| Context Window Size(tokens) | 128,000 tokens (GPT-4 Turbo) | 128,000 tokens (GPT-4 Turbo) | |
| Supported Programming Languages(languages) | 35+ languages (Visual Studio optimized) | 35+ languages (Visual Studio optimized) | |
| Uptime SLA (Enterprise)(percent) | 99.9% (Microsoft 365 SLA) | 99.9% (Microsoft 365 SLA) | |
| Monthly Subscription Cost (Pro/Premium Tier)(USD) | $20/month | $20/month | |
| Monthly Subscription Cost (Premium)(USD) | $20 (Copilot Pro) | $20 (Copilot Pro) | |
| Base Monthly Cost(USD) | $20 (Copilot Pro standalone) or included | $20 (Copilot Pro standalone) or included | |
| Third-Party Integration Options(Integration Count) | 150+ via Copilot plugins (limited scope) | 150+ via Copilot plugins (limited scope) | |
| Customizable Templates Available(Template Count) | 40+ built-in templates | 40+ built-in templates | |
| User Base Size(millions) | 300+ million (via Microsoft 365) | 300+ million (via Microsoft 365) | |
| Setup Time for New User(minutes) | 5 minutes (familiar Microsoft interface) | 5 minutes (familiar Microsoft interface) | |
| Free Tier Message Limit(messages/day) | 15 messages/day | 15 messages/day | |
| ChatGPT Plus Monthly Cost(USD) | $20 (Copilot Pro, separate from 365) | $20 (Copilot Pro, separate from 365) | |
| Subscription Cost (Pro Tier)(USD/month) | $20/month | $20/month | |
| Source Citations Included(percent) | Minimal citations (10-20%) | Minimal citations (10-20%) | |
| User Base (Estimated)(millions) | 100+ million (Windows users) | 100+ million (Windows users) | |
| Average Response Time(seconds) | <1 second (local) | <1 second (local) | |
| Copilot Pro Subscription Cost(USD/month) | $20/month | $20/month | |
| Code Generation Benchmarks (HumanEval)(% pass rate) | 90% (GPT-4 Turbo) | 90% (GPT-4 Turbo) | |
| Source Citations Per Response(average citations) | 1-2 citations | 1-2 citations | |
| Code Generation Benchmark(% correct (HumanEval)) | 88.3% (GPT-4 Turbo) | 88.3% (GPT-4 Turbo) | |
| Ecosystem Integration Points(number of platforms) | 15+ (Windows, Office, Teams, Outlook, OneDrive, Visual Studio) | 15+ (Windows, Office, Teams, Outlook, OneDrive, Visual Studio) | |
| Starting Cost (Monthly)(USD) | $20 (Copilot Pro standalone) | $20 (Copilot Pro standalone) | |
| Team Plan Cost Per User/Month(USD) | $30+ (requires Microsoft 365 base) | $30+ (requires Microsoft 365 base) | |
| Native Integrations(count) | 5 (Word, Excel, Teams, Outlook, Windows 11) | 5 (Word, Excel, Teams, Outlook, Windows 11) | |
| Maximum Context Window(tokens) | 200,000 tokens | 200,000 tokens | |
| API Cost per 1M Input Tokens(USD) | $3.00 | $3.00 | |
| AIME 2024 Reasoning Benchmark(percent correct) | 40.0% | 40.0% | |
| Monthly Subscription Cost (Individual)(USD) | $20.00 (Copilot Pro) | $20.00 (Copilot Pro) | |
| Code Generation Benchmark (LMSYS)(%) | 78% | 78% | |
| Windows OS Market Share(%) | 73% (built into Windows 11) | 73% (built into Windows 11) | |
| Monthly Cost (Premium Tier)(USD) | $20/month | $20/month | |
| Platform Coverage(platforms) | 8+ (Windows, Edge, Office 365, Mobile, Web, ChatGPT) | 8+ (Windows, Edge, Office 365, Mobile, Web, ChatGPT) | |
| Daily Usage Limits (Free Tier)(chats/day) | 150 chats/day | 150 chats/day | |
| Premium Tier Monthly Cost(USD) | $20 (Pro) | $20 (Pro) | |
| Custom AI Assistants Available(count) | Limited (<1,000) | Limited (<1,000) | |
| Monthly Free Tier Tokens(tokens) | 100,000 | 100,000 | |
| Fortune 500 Adoption Rate(%) | 71% | 71% | |
| Max Context Window (Base Model)(tokens) | 128,000 | 128,000 | |
| Context Window (Standard Model)(tokens) | 128,000 (GPT-4 Turbo) | 128,000 (GPT-4 Turbo) |
Sourced from publicly available data ·
Key Differences
7 attributes compared head-to-head
C
3ClaudeEvenly matched1 tie
Claude
Attribute
Microsoft Copilot
- 200,000 tokens(winner)Context Window Size32,000 tokens (default)
- Not availableReal-Time Web SearchBuilt-in with Bing integration(winner)
- Limited (via API)Office Suite IntegrationDeep native integration (Word, Excel, Teams, Outlook)(winner)
- Claude.ai free with limited usageCost (Free Tier)Free with Microsoft 365 or Bing
- 88/100 on complex logic tasks(winner)Reasoning Capability (Benchmark Score)78/100 on complex logic tasks
- 94/100 (HumanEval benchmark)(winner)Code Generation Quality81/100 (HumanEval benchmark)
- Third-party solutions onlyWindows OS IntegrationNative Copilot key, Copilot+ integration(winner)
- Context Window Size
Claude
200,000 tokens(winner)
Microsoft Copilot
32,000 tokens (default)
- Real-Time Web Search
Claude
Not available
Microsoft Copilot
Built-in with Bing integration(winner)
- Office Suite Integration
Claude
Limited (via API)
Microsoft Copilot
Deep native integration (Word, Excel, Teams, Outlook)(winner)
- Cost (Free Tier)
Claude
Claude.ai free with limited usage
Microsoft Copilot
Free with Microsoft 365 or Bing
- Reasoning Capability (Benchmark Score)
Claude
88/100 on complex logic tasks(winner)
Microsoft Copilot
78/100 on complex logic tasks
- Code Generation Quality
Claude
94/100 (HumanEval benchmark)(winner)
Microsoft Copilot
81/100 (HumanEval benchmark)
- Windows OS Integration
Claude
Third-party solutions only
Microsoft Copilot
Native Copilot key, Copilot+ integration(winner)
Full Comparison
| Attribute | Claude | Microsoft Copilot |
|---|---|---|
| Web Search | Yes (Feb 2026) | — |
| Multimodal Capabilities | Text and code focused | — |
| Image Generation | No | DALL-E 3 (Copilot Pro only) |
| Mobile App | iOS/Android, catching up | — |
| Real-Time Web Search | Not available | Built-in Bing integration |
Show 18 more attributesReal-Time Information Access No — Voice/Audio Capabilities No — Real-time Web Access No (April 2024 cutoff) — Platform Integrations(count) API only (requires custom setup) — Image Generation Capability Limited (image analysis only) Yes (DALL-E 3) Web Browsing Capability No — Real-Time Web Access (Free Tier) Yes (via Bing) — Screen/Visual Analysis Yes, integrated with Windows UI — Native Web Search Bing integration only — Persistent Memory System Limited context-based only — Free Tier Web Search Premium only ($20/month) — Offline Access(capability) Full offline in desktop Microsoft apps — Image Generation Model DALL-E 3 — Native Integrations(count) 5 (Word, Excel, Teams, Outlook, Windows 11) — Maximum Document Pages (Free Tier)(pages) Limited (varies by Microsoft 365 license) — Real-Time Web Search (Free) Yes (included) — Image Generation Models Included DALL-E 3 integration — Real-time Web Search (Free Tier) Requires Pro subscription — | ||
| Coding Blind Test Winner | Won coding tests | — |
| Long Document Handling | Superior | — |
| Context Window (Paid Tier)(tokens) | 200,000 | — |
| Context Window (Tokens)(tokens) | 200,000 | — |
| Multimodal Format Support(formats) | 3 (text, image, PDF) | — |
| Reasoning Capability Rating(score (1-10)) | 9.5 | — |
Show 3 more attributesInput Types Supported Code, text, images, PDFs, documents — Code Generation Benchmarks (HumanEval)(% pass rate) 90% (GPT-4 Turbo) — Image Generation Quality(model) DALL-E 3 (highest rated) — | ||
| Execution Speed | Slower (more thorough) | — |
| Average Response Latency(ms) | 380 | — |
| Coding Benchmark (Specialist)(%) | 92% accuracy(winner) | 88% accuracy |
| MMLU Reasoning Score(%) | 88.3%(winner) | 86.4% |
| Code Generation Accuracy (HumanEval)(%) | 92%(winner) | 90.2% |
Show 20 more attributesCode Generation Benchmark Score(%) 92% (HumanEval) — Maximum Response Time(seconds) 2-6 seconds average — Code Completion Latency(milliseconds) 500-2000ms (chat response) — Code Generation Benchmark (HumanEval)(score out of 100) 94/100 81/100 Complex Reasoning Benchmark(score out of 100) 88/100 78/100 Context Window Size(tokens) 200,000 tokens 128K tokens MMLU Benchmark Score(percent) 94.4% — Coding Task Accuracy (HumanEval Benchmark)(%) 92.0% — Code Generation Success Rate(percent) 88% on HumanEval — Response Time for Complex Tasks(seconds) 3-6 seconds average — Code Completion Speed(seconds) N/A (manual conversation only) — User Reported Reasoning Quality (Scale 1-10)(score) 9.1/10 8.2/10 Code Generation Accuracy(% on HumanEval) 92% 72% (HumanEval) M365 Task Accuracy Rate(%) 95% — Context Window Size(tokens) 128,000 tokens (GPT-4 Turbo) — Average Response Time(seconds) <1 second (local) — AIME 2024 Reasoning Benchmark(percent correct) 40.0% — Code Generation Benchmark (LMSYS)(%) 78% — Max Context Window (Base Model)(tokens) 128,000 — Context Window (Standard Model)(tokens) 128,000 (GPT-4 Turbo) — | ||
| Market Adoption 2026 | Growing adoption | — |
| SWE-bench Verified Score(%) | 80.9% | — |
| Monthly Active Users(millions) | Claude | — |
| Developer Preference Rating(%) | Claude | — |
| Coding Task Excellence(benchmark) | Excellent (leading tool) | — |
| Reasoning Quality(benchmark) | Superior (Claude 4.6) | — |
| Ecosystem Integration | Standalone platform | — |
| Google Workspace Integration | 2 | — |
| Windows OS Integration | Web browser only, no native integration | Native system-level integration |
| Microsoft 365 Integration | No integration, manual file uploads required | Native in Word, Excel, PowerPoint, Outlook, OneNote |
| Integrated App Support(number of apps) | Web interface + API only | — |
Show 14 more attributesMicrosoft 365 Integration Level Limited (API/plugins) Native across Word, Excel, Teams, Outlook Windows Native Integration Third-party only Built-in Copilot key + Copilot+ devices Real-time Browser Integration(boolean) No (manual input required) — Office 365 Integration Web-based only Native (Word, Excel, PowerPoint, Outlook) Native Microsoft 365 Integration(integration level) Full native integration — IDE Integrations Available(count) GitHub Copilot in 15+ IDEs — Microsoft 365 Integration Depth(integration level) Deep (Copilot in Word, Excel, PowerPoint, Outlook, Teams) — Office Suite Integration Full integration (Word, Excel, Outlook, Teams) — Office 365 Integration Depth 5+ core Office applications — Ecosystem Integration Points(number of platforms) 15+ (Windows, Office, Teams, Outlook, OneDrive, Visual Studio) — Microsoft 365 Native Integration Full (Word, Excel, Teams, Outlook, PowerPoint) — Platform Coverage(platforms) 8+ (Windows, Edge, Office 365, Mobile, Web, ChatGPT) — Native Windows System Integration Yes (Windows 11/12) — Office Suite Integration Depth Deep Office 365 (Word, Excel, Teams, PowerPoint) — | ||
| Company Valuation(billions USD) | Claude | — |
| Content Writing Refinement | Nuanced and contextual | — |
| Input Cost per Million Tokens(USD) | $8.00 | — |
| Output Cost per Million Tokens(USD) | $24.00 | — |
| Free tier | Sonnet 4.6 (rate-limited) | — |
| Paid entry plan | Claude Pro $20/mo | — |
| Power-user tier | Max $100–$200/mo | — |
Show 35 more attributesTeam plan $30/user/mo — API input (per 1M tokens) Sonnet 4.6: $3.00 — Pro Subscription Cost(USD/month) $20/month $20/month Free Tier Availability Yes (Claude.ai with limitations) Yes (with Microsoft 365 or Bing) Subscription Cost (Primary Plan)(USD per month) $20/month (Claude Pro) — Monthly Cost (Individual User)(USD) $20 (Claude Pro) — Monthly Subscription Cost(USD) $20/month — Free Tier Capability Full Claude 3.5 Sonnet with usage limits — Monthly Cost (Subscription)(USD) $20 — API Input Cost(USD per 1M tokens) $3 (Opus) / $0.80 (Haiku) — Monthly Subscription (Pro/Standard)(USD) $20 — Monthly Subscription Cost (Premium/Pro Tier)(USD) $20.00/month — Annual Subscription Cost (Premium/Pro Tier)(USD) $240.00/year — Monthly Subscription Price(USD) $20 $20 Premium Subscription Cost(USD/month) $20/month (Pro) — Minimum Monthly Cost for Advanced Features(USD) $0 (included with Windows/Microsoft 365) — Premium Monthly Cost(USD) $30/month — Starting Price (Monthly)(USD) Free (with ads) or Copilot Pro $20 — Monthly Subscription Cost (Pro/Premium Tier)(USD) $20/month — Monthly Subscription Cost (Premium)(USD) $20 (Copilot Pro) — Base Monthly Cost(USD) $20 (Copilot Pro standalone) or included — ChatGPT Plus Monthly Cost(USD) $20 (Copilot Pro, separate from 365) — Subscription Cost (Pro Tier)(USD/month) $20/month — Free Tier Search Limit(searches/day) Unlimited basic; limited advanced features — Copilot Pro Subscription Cost(USD/month) $20/month — Free Tier Daily Requests(requests/day) Limited (varied) — Free Tier Monthly Queries(queries) Unlimited (Bing Chat) — Starting Cost (Monthly)(USD) $20 (Copilot Pro standalone) — Team Plan Cost Per User/Month(USD) $30+ (requires Microsoft 365 base) — API Cost per 1M Input Tokens(USD) $3.00 — Monthly Subscription Cost (Individual)(USD) $20.00 (Copilot Pro) — Monthly Cost (Premium Tier)(USD) $20/month — Daily Usage Limits (Free Tier)(chats/day) 150 chats/day — Premium Tier Monthly Cost(USD) $20 (Pro) — Monthly Free Tier Tokens(tokens) 100,000 — | ||
| Third-Party Integrations Available(count) | 2,000+ | — |
| Headline model | Sonnet 4.6, Opus 4.8 | — |
| Coding (SWE-bench Verified) | #1 (Opus 4.8 + Claude Code) | — |
| Web grounding / citations | Via integrations / Computer Use | — |
| Multilingual quality | Strong (esp. European + Japanese) | — |
| Structured output / JSON mode | Strict tool use + JSON schemas | — |
Show 1 more attributeTraining data cut-off ~2025 — | ||
| Image input | Yes | — |
| Voice mode | Limited (API-based) | — |
| Agentic capability | Claude Code + Computer Use | — |
| Plugin Ecosystem(available plugins) | MCP-based (growing) | — |
| Custom AI Model Creation | Limited—Copilot settings only | — |
| Custom AI Assistants Available(count) | Limited (<1,000) | — |
| Prompt caching (API) | Explicit cache markers (5m / 1h) | — |
| Fine-tuning (API) | No public fine-tuning | — |
| On-prem / self-host | Cloud-only (Bedrock / Vertex) | — |
| API rate limits (Tier 1) | ~50 RPM / 40K ITPM (Sonnet 4.6) | — |
| Windows 11/12 Native Integration | Yes—built into taskbar | — |
| Context Window (Token Limit)(tokens) | 200,000 tokens | — |
| Complex Reasoning Accuracy (AIME 2024)(percent) | 85% | — |
| Knowledge Cutoff Date(month/year) | April 2024 | — |
| Content Moderation Strictness(level) | Strict safety guidelines | — |
| Training Data Recency(months_old) | Static as of April 2024 | — |
| Available Platforms(count) | 5+ (Web, iOS, Android, API, third-party apps) | — |
| Document Summarization Effectiveness(%) | 89% user satisfaction | — |
| Standalone Usage Capability(boolean) | Yes (fully independent) | — |
| Document Processing Types | PDF, Excel, Word, PowerPoint, Teams data | — |
| Real-Time Integration | No—requires manual submission | — |
| Ease of Use Score(/10) | 9.5/10 | — |
| Content Generation Capability(max words per output) | Up to 150,000 words | — |
| Number of Supported AI Models(models) | Claude 3.5 Sonnet, Claude 3 Opus, Claude 3 Haiku | — |
| Max File Size for Analysis(megabytes) | ~10MB per upload (practical limit) | — |
| Context Window (Maximum Tokens)(tokens) | 200,000 tokens | — |
| Document Summarization Quality(satisfaction score) | 8.7/10 standalone | — |
Show 4 more attributesContext Window (Max Input Length)(tokens) 200,000 tokens — Supported Platforms(platforms) Windows 11, Web, Teams, Outlook, Edge — Multimodal Vision Support Image and document analysis — Free Tier Latest Model Access GPT-4 Turbo (limited) — | ||
| Platform Availability(platforms) | Web, iOS, Android, API | 5 platforms (Web, iOS, Android, Windows, macOS)(winner) |
| Available on Mobile | iOS app available | — |
| Mobile App Availability | iOS, Android (Copilot app + Teams) | — |
| Mobile App Availability | iOS/Android (limited features) | — |
| Estimated Daily Active Users(millions) | ~10 million (reported by Anthropic, 2024) | — |
| Monthly Active Users(millions) | 120+ million Copilot Users | — |
| User Base (Estimated)(millions) | 100+ million (Windows users) | — |
| Years Since Launch(years) | 2 years (launched March 2024) | — |
| Context Window(tokens) | 200,000 tokens(winner) | 32,000 tokens |
| Monthly Active Users(millions) | ~15 million (est. 2026) | ~160 million (via Windows + Microsoft 365)(winner) |
| Hallucination Rate on Factual Tasks(percent) | 3-5% | — |
| Hallucination Rate(% on factual queries) | 4-6% | — |
| Free Tier Model Quality(equivalent tier) | Claude 3.5 Haiku (capable) | Limited GPT-4o access |
| Standalone Pricing (Monthly)(USD) | $20 (Claude Pro) | — |
| Platform Integration Points(platforms) | 8+ (Web, Desktop, API, Slack, etc.) | — |
| Real-Time Collaboration Support(boolean) | Limited (Claude Teams requires separate setup) | — |
| IDE Integration | None (chat interface only) | — |
| Codebase Context Indexing | Manual context provision required | — |
| API Rate Limit (Standard Tier)(calls/hour) | Depends on API tier | — |
| Grammar Detection Accuracy(percent) | 94% | — |
| Maximum File Upload Size(GB) | 0.02 GB (20MB per file) | 10 GB(winner) |
| Custom GPT/Agent Creation | Limited; basic customization | — |
| Customizable Templates Available(Template Count) | 40+ built-in templates | — |
| Third-Party App Integrations(integrations) | Native to Microsoft 365; limited outside | — |
| Enterprise SLA & Compliance | Yes (Microsoft contracts) | — |
| Enterprise Deployment Options | Cloud + On-premises + Sovereign Cloud | — |
| Enterprise Admin Controls | Full—Azure AD, DLP, audit logs | — |
| Fortune 500 Adoption Rate(%) | 71% | — |
| Third-Party App Connections(apps) | M365 suite only | — |
| Third-Party Integration Options(Integration Count) | 150+ via Copilot plugins (limited scope) | — |
| Base Model Version | Work IQ architecture | — |
| Underlying AI Model | GPT-4 Turbo / GPT-4o | — |
| AI Model Capability | GPT-4 Turbo with web search, DALL-E 3, plugins | — |
| Data Privacy Model | Processes proprietary data within M365 | — |
| Enterprise Security Certifications | FedRAMP Authorized, HIPAA, SOC 2, GDPR | — |
| Enterprise Adoption Rate(percent of Fortune 500) | Market leader in enterprise | — |
| Supported Programming Languages(languages) | 35+ languages (Visual Studio optimized) | — |
| Uptime SLA (Enterprise)(percent) | 99.9% (Microsoft 365 SLA) | — |
| AI Writing & Analysis Capability(Feature Rating) | Advanced (GPT-4 class, real-time in Office suite) | — |
| User Base Size(millions) | 300+ million (via Microsoft 365) | — |
| Setup Time for New User(minutes) | 5 minutes (familiar Microsoft interface) | — |
| Base Model Quality (Reasoning) | GPT-4 (Copilot Pro) / Bing model (standard) | — |
| Primary AI Model | GPT-4o (OpenAI) | — |
| AI Model Version | GPT-4 (in Copilot Pro) | — |
| Free Tier Message Limit(messages/day) | 15 messages/day | — |
| Native Office Document Integration | Yes—OneDrive, SharePoint, Teams access | — |
| Source Citations Included(percent) | Minimal citations (10-20%) | — |
| Base AI Model | GPT-4 Turbo | — |
| Source Citations Per Response(average citations) | 1-2 citations | — |
| Code Generation Benchmark(% correct (HumanEval)) | 88.3% (GPT-4 Turbo) | — |
| Free Tier Capabilities | Limited, with reduced GPT-4 access | — |
| Maximum Context Window(tokens) | 200,000 tokens | — |
| Model License Type | Proprietary (Closed) | — |
| Windows OS Market Share(%) | 73% (built into Windows 11) | — |
| Self-hosting/Local Deployment | Not Available | — |
CClaude
Microsoft CopilotWeb Search
Yes (Feb 2026)
—
Multimodal Capabilities
Text and code focused
—
Image Generation
No
DALL-E 3 (Copilot Pro only)
Mobile App
iOS/Android, catching up
—
Real-Time Web Search
Not available
Built-in Bing integration
Show 18 more attributes
Real-Time Information Access
No
—
Voice/Audio Capabilities
No
—
Real-time Web Access
No (April 2024 cutoff)
—
Platform Integrations(count)
API only (requires custom setup)
—
Image Generation Capability
Limited (image analysis only)
Yes (DALL-E 3)
Web Browsing Capability
No
—
Real-Time Web Access (Free Tier)
Yes (via Bing)
—
Screen/Visual Analysis
Yes, integrated with Windows UI
—
Native Web Search
Bing integration only
—
Persistent Memory System
Limited context-based only
—
Free Tier Web Search
Premium only ($20/month)
—
Offline Access(capability)
Full offline in desktop Microsoft apps
—
Image Generation Model
DALL-E 3
—
Native Integrations(count)
5 (Word, Excel, Teams, Outlook, Windows 11)
—
Maximum Document Pages (Free Tier)(pages)
Limited (varies by Microsoft 365 license)
—
Real-Time Web Search (Free)
Yes (included)
—
Image Generation Models Included
DALL-E 3 integration
—
Real-time Web Search (Free Tier)
Requires Pro subscription
—
Coding Blind Test Winner
Won coding tests
—
Long Document Handling
Superior
—
Context Window (Paid Tier)(tokens)
200,000
—
Context Window (Tokens)(tokens)
200,000
—
Multimodal Format Support(formats)
3 (text, image, PDF)
—
Reasoning Capability Rating(score (1-10))
9.5
—
Show 3 more attributes
Input Types Supported
Code, text, images, PDFs, documents
—
Code Generation Benchmarks (HumanEval)(% pass rate)
90% (GPT-4 Turbo)
—
Image Generation Quality(model)
DALL-E 3 (highest rated)
—
Execution Speed
Slower (more thorough)
—
Average Response Latency(ms)
380
—
Coding Benchmark (Specialist)(%)
92% accuracy
88% accuracy
MMLU Reasoning Score(%)
88.3%
86.4%
Code Generation Accuracy (HumanEval)(%)
92%
90.2%
Show 20 more attributes
Code Generation Benchmark Score(%)
92% (HumanEval)
—
Maximum Response Time(seconds)
2-6 seconds average
—
Code Completion Latency(milliseconds)
500-2000ms (chat response)
—
Code Generation Benchmark (HumanEval)(score out of 100)
94/100
81/100
Complex Reasoning Benchmark(score out of 100)
88/100
78/100
Context Window Size(tokens)
200,000 tokens
128K tokens
MMLU Benchmark Score(percent)
94.4%
—
Coding Task Accuracy (HumanEval Benchmark)(%)
92.0%
—
Code Generation Success Rate(percent)
88% on HumanEval
—
Response Time for Complex Tasks(seconds)
3-6 seconds average
—
Code Completion Speed(seconds)
N/A (manual conversation only)
—
User Reported Reasoning Quality (Scale 1-10)(score)
9.1/10
8.2/10
Code Generation Accuracy(% on HumanEval)
92%
72% (HumanEval)
M365 Task Accuracy Rate(%)
95%
—
Context Window Size(tokens)
128,000 tokens (GPT-4 Turbo)
—
Average Response Time(seconds)
<1 second (local)
—
AIME 2024 Reasoning Benchmark(percent correct)
40.0%
—
Code Generation Benchmark (LMSYS)(%)
78%
—
Max Context Window (Base Model)(tokens)
128,000
—
Context Window (Standard Model)(tokens)
128,000 (GPT-4 Turbo)
—
Market Adoption 2026
Growing adoption
—
SWE-bench Verified Score(%)
80.9%
—
Monthly Active Users(millions)
Claude
—
Developer Preference Rating(%)
Claude
—
Coding Task Excellence(benchmark)
Excellent (leading tool)
—
Reasoning Quality(benchmark)
Superior (Claude 4.6)
—
Ecosystem Integration
Standalone platform
—
Google Workspace Integration
2
—
Windows OS Integration
Web browser only, no native integration
Native system-level integration
Microsoft 365 Integration
No integration, manual file uploads required
Native in Word, Excel, PowerPoint, Outlook, OneNote
Integrated App Support(number of apps)
Web interface + API only
—
Show 14 more attributes
Microsoft 365 Integration Level
Limited (API/plugins)
Native across Word, Excel, Teams, Outlook
Windows Native Integration
Third-party only
Built-in Copilot key + Copilot+ devices
Real-time Browser Integration(boolean)
No (manual input required)
—
Office 365 Integration
Web-based only
Native (Word, Excel, PowerPoint, Outlook)
Native Microsoft 365 Integration(integration level)
Full native integration
—
IDE Integrations Available(count)
GitHub Copilot in 15+ IDEs
—
Microsoft 365 Integration Depth(integration level)
Deep (Copilot in Word, Excel, PowerPoint, Outlook, Teams)
—
Office Suite Integration
Full integration (Word, Excel, Outlook, Teams)
—
Office 365 Integration Depth
5+ core Office applications
—
Ecosystem Integration Points(number of platforms)
15+ (Windows, Office, Teams, Outlook, OneDrive, Visual Studio)
—
Microsoft 365 Native Integration
Full (Word, Excel, Teams, Outlook, PowerPoint)
—
Platform Coverage(platforms)
8+ (Windows, Edge, Office 365, Mobile, Web, ChatGPT)
—
Native Windows System Integration
Yes (Windows 11/12)
—
Office Suite Integration Depth
Deep Office 365 (Word, Excel, Teams, PowerPoint)
—
Company Valuation(billions USD)
Claude
—
Content Writing Refinement
Nuanced and contextual
—
Input Cost per Million Tokens(USD)
$8.00
—
Output Cost per Million Tokens(USD)
$24.00
—
Free tier
Sonnet 4.6 (rate-limited)
—
Paid entry plan
Claude Pro $20/mo
—
Power-user tier
Max $100–$200/mo
—
Show 35 more attributes
Team plan
$30/user/mo
—
API input (per 1M tokens)
Sonnet 4.6: $3.00
—
Pro Subscription Cost(USD/month)
$20/month
$20/month
Free Tier Availability
Yes (Claude.ai with limitations)
Yes (with Microsoft 365 or Bing)
Subscription Cost (Primary Plan)(USD per month)
$20/month (Claude Pro)
—
Monthly Cost (Individual User)(USD)
$20 (Claude Pro)
—
Monthly Subscription Cost(USD)
$20/month
—
Free Tier Capability
Full Claude 3.5 Sonnet with usage limits
—
Monthly Cost (Subscription)(USD)
$20
—
API Input Cost(USD per 1M tokens)
$3 (Opus) / $0.80 (Haiku)
—
Monthly Subscription (Pro/Standard)(USD)
$20
—
Monthly Subscription Cost (Premium/Pro Tier)(USD)
$20.00/month
—
Annual Subscription Cost (Premium/Pro Tier)(USD)
$240.00/year
—
Monthly Subscription Price(USD)
$20
$20
Premium Subscription Cost(USD/month)
$20/month (Pro)
—
Minimum Monthly Cost for Advanced Features(USD)
$0 (included with Windows/Microsoft 365)
—
Premium Monthly Cost(USD)
$30/month
—
Starting Price (Monthly)(USD)
Free (with ads) or Copilot Pro $20
—
Monthly Subscription Cost (Pro/Premium Tier)(USD)
$20/month
—
Monthly Subscription Cost (Premium)(USD)
$20 (Copilot Pro)
—
Base Monthly Cost(USD)
$20 (Copilot Pro standalone) or included
—
ChatGPT Plus Monthly Cost(USD)
$20 (Copilot Pro, separate from 365)
—
Subscription Cost (Pro Tier)(USD/month)
$20/month
—
Free Tier Search Limit(searches/day)
Unlimited basic; limited advanced features
—
Copilot Pro Subscription Cost(USD/month)
$20/month
—
Free Tier Daily Requests(requests/day)
Limited (varied)
—
Free Tier Monthly Queries(queries)
Unlimited (Bing Chat)
—
Starting Cost (Monthly)(USD)
$20 (Copilot Pro standalone)
—
Team Plan Cost Per User/Month(USD)
$30+ (requires Microsoft 365 base)
—
API Cost per 1M Input Tokens(USD)
$3.00
—
Monthly Subscription Cost (Individual)(USD)
$20.00 (Copilot Pro)
—
Monthly Cost (Premium Tier)(USD)
$20/month
—
Daily Usage Limits (Free Tier)(chats/day)
150 chats/day
—
Premium Tier Monthly Cost(USD)
$20 (Pro)
—
Monthly Free Tier Tokens(tokens)
100,000
—
Third-Party Integrations Available(count)
2,000+
—
Headline model
Sonnet 4.6, Opus 4.8
—
Coding (SWE-bench Verified)
#1 (Opus 4.8 + Claude Code)
—
Web grounding / citations
Via integrations / Computer Use
—
Multilingual quality
Strong (esp. European + Japanese)
—
Structured output / JSON mode
Strict tool use + JSON schemas
—
Show 1 more attribute
Training data cut-off
~2025
—
Image input
Yes
—
Voice mode
Limited (API-based)
—
Agentic capability
Claude Code + Computer Use
—
Plugin Ecosystem(available plugins)
MCP-based (growing)
—
Custom AI Model Creation
Limited—Copilot settings only
—
Custom AI Assistants Available(count)
Limited (<1,000)
—
Prompt caching (API)
Explicit cache markers (5m / 1h)
—
Fine-tuning (API)
No public fine-tuning
—
On-prem / self-host
Cloud-only (Bedrock / Vertex)
—
API rate limits (Tier 1)
~50 RPM / 40K ITPM (Sonnet 4.6)
—
Windows 11/12 Native Integration
Yes—built into taskbar
—
Context Window (Token Limit)(tokens)
200,000 tokens
—
Complex Reasoning Accuracy (AIME 2024)(percent)
85%
—
Knowledge Cutoff Date(month/year)
April 2024
—
Content Moderation Strictness(level)
Strict safety guidelines
—
Training Data Recency(months_old)
Static as of April 2024
—
Available Platforms(count)
5+ (Web, iOS, Android, API, third-party apps)
—
Document Summarization Effectiveness(%)
89% user satisfaction
—
Standalone Usage Capability(boolean)
Yes (fully independent)
—
Document Processing Types
PDF, Excel, Word, PowerPoint, Teams data
—
Real-Time Integration
No—requires manual submission
—
Ease of Use Score(/10)
9.5/10
—
Content Generation Capability(max words per output)
Up to 150,000 words
—
Number of Supported AI Models(models)
Claude 3.5 Sonnet, Claude 3 Opus, Claude 3 Haiku
—
Max File Size for Analysis(megabytes)
~10MB per upload (practical limit)
—
Context Window (Maximum Tokens)(tokens)
200,000 tokens
—
Document Summarization Quality(satisfaction score)
8.7/10 standalone
—
Show 4 more attributes
Context Window (Max Input Length)(tokens)
200,000 tokens
—
Supported Platforms(platforms)
Windows 11, Web, Teams, Outlook, Edge
—
Multimodal Vision Support
Image and document analysis
—
Free Tier Latest Model Access
GPT-4 Turbo (limited)
—
Platform Availability(platforms)
Web, iOS, Android, API
5 platforms (Web, iOS, Android, Windows, macOS)
Available on Mobile
iOS app available
—
Mobile App Availability
iOS, Android (Copilot app + Teams)
—
Mobile App Availability
iOS/Android (limited features)
—
Estimated Daily Active Users(millions)
~10 million (reported by Anthropic, 2024)
—
Monthly Active Users(millions)
120+ million Copilot Users
—
User Base (Estimated)(millions)
100+ million (Windows users)
—
Years Since Launch(years)
2 years (launched March 2024)
—
Context Window(tokens)
200,000 tokens
32,000 tokens
Monthly Active Users(millions)
~15 million (est. 2026)
~160 million (via Windows + Microsoft 365)
Hallucination Rate on Factual Tasks(percent)
3-5%
—
Hallucination Rate(% on factual queries)
4-6%
—
Free Tier Model Quality(equivalent tier)
Claude 3.5 Haiku (capable)
Limited GPT-4o access
Standalone Pricing (Monthly)(USD)
$20 (Claude Pro)
—
Platform Integration Points(platforms)
8+ (Web, Desktop, API, Slack, etc.)
—
Real-Time Collaboration Support(boolean)
Limited (Claude Teams requires separate setup)
—
IDE Integration
None (chat interface only)
—
Codebase Context Indexing
Manual context provision required
—
API Rate Limit (Standard Tier)(calls/hour)
Depends on API tier
—
Grammar Detection Accuracy(percent)
94%
—
Maximum File Upload Size(GB)
0.02 GB (20MB per file)
10 GB
Custom GPT/Agent Creation
Limited; basic customization
—
Customizable Templates Available(Template Count)
40+ built-in templates
—
Third-Party App Integrations(integrations)
Native to Microsoft 365; limited outside
—
Enterprise SLA & Compliance
Yes (Microsoft contracts)
—
Enterprise Deployment Options
Cloud + On-premises + Sovereign Cloud
—
Enterprise Admin Controls
Full—Azure AD, DLP, audit logs
—
Fortune 500 Adoption Rate(%)
71%
—
Third-Party App Connections(apps)
M365 suite only
—
Third-Party Integration Options(Integration Count)
150+ via Copilot plugins (limited scope)
—
Base Model Version
Work IQ architecture
—
Underlying AI Model
GPT-4 Turbo / GPT-4o
—
AI Model Capability
GPT-4 Turbo with web search, DALL-E 3, plugins
—
Data Privacy Model
Processes proprietary data within M365
—
Enterprise Security Certifications
FedRAMP Authorized, HIPAA, SOC 2, GDPR
—
Enterprise Adoption Rate(percent of Fortune 500)
Market leader in enterprise
—
Supported Programming Languages(languages)
35+ languages (Visual Studio optimized)
—
Uptime SLA (Enterprise)(percent)
99.9% (Microsoft 365 SLA)
—
AI Writing & Analysis Capability(Feature Rating)
Advanced (GPT-4 class, real-time in Office suite)
—
User Base Size(millions)
300+ million (via Microsoft 365)
—
Setup Time for New User(minutes)
5 minutes (familiar Microsoft interface)
—
Base Model Quality (Reasoning)
GPT-4 (Copilot Pro) / Bing model (standard)
—
Primary AI Model
GPT-4o (OpenAI)
—
AI Model Version
GPT-4 (in Copilot Pro)
—
Free Tier Message Limit(messages/day)
15 messages/day
—
Native Office Document Integration
Yes—OneDrive, SharePoint, Teams access
—
Source Citations Included(percent)
Minimal citations (10-20%)
—
Base AI Model
GPT-4 Turbo
—
Source Citations Per Response(average citations)
1-2 citations
—
Code Generation Benchmark(% correct (HumanEval))
88.3% (GPT-4 Turbo)
—
Free Tier Capabilities
Limited, with reduced GPT-4 access
—
Maximum Context Window(tokens)
200,000 tokens
—
Model License Type
Proprietary (Closed)
—
Windows OS Market Share(%)
73% (built into Windows 11)
—
Self-hosting/Local Deployment
Not Available
—
Pros & Cons
10 pros·6 cons across both
C
C
Claude
+5-3
Pros
- 200,000 token context window—processes entire books or codebases in one conversation
- Superior reasoning on complex logic tasks (88/100 benchmark vs competitors at 75-82)
- 94/100 code generation score—best-in-class for software development
- Strong at creative writing, analysis, and long-form content with consistency
- No built-in web access reduces hallucination risks; more reliable for factual tasks
Cons
- No real-time web search integration—requires manual data input for current events
- Limited native integration with productivity software; primarily accessed via web or API
- Smaller enterprise adoption than Microsoft alternatives; fewer workplace integrations
Microsoft Copilot
+5-3
Pros
- Native Copilot key on Windows 11 Copilot+ PCs—instant access without context switching
- Real-time Bing search integration—delivers current information, weather, news, and live data
- Deep Microsoft 365 integration—suggests formulas in Excel, composes emails in Outlook, assists in Teams meetings
- Free with existing Microsoft 365 subscriptions for millions of enterprise users
- Image generation via DALL-E 3 embedded directly in Word and design applications
Cons
- 32,000 token context window (8x smaller than Claude)—struggles with long documents or complex codebases
- Lower reasoning benchmark scores (78/100 vs Claude's 88/100) on abstract logic problems
- Privacy concerns for enterprise users due to data collection for improving Bing search
Frequently Asked Questions
5 questions
Claude is significantly better for long-form analysis. Its 200,000 token context window lets you paste entire books, research papers, or large codebases in a single message without losing context. Microsoft Copilot's 32,000 token limit (6.25x smaller) requires you to break large documents into chunks, losing continuity and requiring multiple prompts.
Resources & Learn More
Curated sources to dive deeper
Where to Buy
As an affiliate, we may earn a commission from qualifying purchases at no extra cost to you. Learn more about our affiliate disclosure
Wikipedia
- W
Claude on Wikipedia (opens in new tab)
Anthropic's AI assistant focused on reasoning, safety, and nuanced analysis with industry-leading context window.
- W
Microsoft Copilot on Wikipedia (opens in new tab)
Microsoft's AI assistant integrated across Windows, Microsoft 365, and Bing with real-time search and native productivity features.
SmartReview Ratings
Aggregated ratings from Reddit, G2, Capterra, Trustpilot & more
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