Comparison Dashboard

Compare practical model fit

Scores are Post Reboot Practical Scores for editorial comparison. They are not official benchmark claims unless a sourced benchmark is listed on the model profile.

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Model Overall Best fit Context Pricing Speed Reasoning Coding Access Verified
Claude Opus 4.7 Anthropic
90.0
Coding Long context

Opus is the Claude you use when you want fewer compromises. It is expensive, but it feels built for serious knowledge work rather than casual throughput.

1M tokens In $5 / MTok Out $25 / MTok 82.0 95.0 95.0 API, Enterprise, Web app May 2, 2026
Claude Opus 4.8 Anthropic
90.9
Agents Coding

Opus 4.8 looks like Anthropic's current premium reliability play: less about raw novelty than making high-autonomy agent work steadier, sharper, and easier to trust.

1M tokens In $5 / 1M tokens Out $25 / 1M tokens 83.0 96.0 96.0 API, Enterprise, Web app May 31, 2026
Claude Sonnet 4.6 Anthropic
90.1
Agents Coding

Sonnet is often the pragmatic Anthropic choice. It gives you enough intelligence to do real work without immediately making every request feel expensive.

1M tokens In $3 / MTok Out $15 / MTok 90.0 91.0 92.0 API, Enterprise, Web app May 2, 2026
DeepSeek V4 Pro DeepSeek
87.4
Coding Long context

DeepSeek keeps forcing the market to take price compression seriously. The model matters, but the strategic story is the economics.

1M tokens In $1.74 / 1M input tokens Out $3.48 / 1M output tokens 88.0 89.0 89.0 API May 2, 2026
DeepSeek-V4-Flash DeepSeek
84.3
Coding Long context

V4 Flash is the budget pressure point in the current tracker set: if the official prices hold, it changes the cost floor for long-context API work.

1M tokens In $0.14 / 1M tokens cache miss Out $0.28 / 1M tokens 92.0 84.0 85.0 API May 31, 2026
Devstral 2 Mistral
83.4
Agents Coding

Devstral 2 matters because it is aimed directly at the coding-agent stack instead of trying to be another broad general-purpose flagship.

256K tokens In $0.40 / 1M tokens Out $2.00 / 1M tokens 87.0 82.0 92.0 API, Enterprise May 12, 2026
Gemini 3.1 Pro Preview Google
90.1
Coding Long context

This looks like Google’s real flagship lane now: less about novelty, more about making Gemini feel dependable enough for serious agent and coding work.

1M tokens In $2.00 / 1M tokens (200k) Out $12.00 / 1M tokens (200k) 85.0 94.0 95.0 API, Enterprise, Web app May 12, 2026
GPT-5.4 mini OpenAI
87.5
Agents Coding

This is the kind of model that actually changes unit economics. It makes a lot of agent patterns viable where flagship pricing still feels heavy.

400K tokens In $0.75 / 1M tokens Out $4.50 / 1M tokens 92.0 86.0 90.0 API May 2, 2026
GPT-5.5 OpenAI
90.1
Coding Long context

This is the kind of model you reach for when failure is expensive. It looks less like a casual chatbot and more like a premium cognitive engine for serious work.

1.05M tokens In $5 / 1M tokens Out $30 / 1M tokens 84.0 96.0 97.0 API May 2, 2026
Grok 4.3 xAI
88.8
Coding Generalist

The important change is less the name than the economics: xAI's official docs now position Grok 4.3 as a practical API model instead of a premium curiosity.

1M tokens In $1.25 / 1M tokens Out $2.50 / 1M tokens 91.0 90.0 89.0 API May 31, 2026
Mistral Medium 3.5 Mistral
84.0
Coding Generalist

Mistral’s role in the market is strategic as much as technical. It gives serious teams another commercial frontier path that is not just a copy of the biggest platforms.

256K tokens In $1.5 / 1M tokens Out $7.5 / 1M tokens 86.0 84.0 88.0 API, Enterprise May 2, 2026
Mistral Small 4 Mistral AI
82.4
Agents Coding

Small 4 is not the glamour entry, but its hybrid design and low price make it a practical model-tracker candidate for builders watching margins.

256k tokens In $0.15 / 1M tokens Out $0.60 / 1M tokens 90.0 82.0 86.0 API May 31, 2026
Qwen3-235B-A22B Alibaba / Qwen
86.1
Coding Multilingual

Qwen matters because it keeps the open-weight lane credible at the high end. It is not just a hobbyist release; it is a real option for builders who want control.

128K tokens Local 76.0 90.0 91.0 API, Local, Open weights, Web app May 2, 2026
Qwen3.6-Plus Alibaba / Qwen
82.5
Generalist Long context

Potential tracker replacement/refresh for Qwen3.5-Plus, but hold for pricing/context details and English/global docs alignment before publishing.

See Alibaba Model Studio docs In See Alibaba Model Studio pricing Out See Alibaba Model Studio pricing 85.0 86.0 82.0 API May 16, 2026
Anthropic Claude Opus 4.7
Coding Long context

Opus is the Claude you use when you want fewer compromises. It is expensive, but it feels built for serious knowledge work rather than casual throughput.

Overall 90.0 Reasoning 95.0 Coding 95.0 1M tokens
Anthropic Claude Opus 4.8
Agents Coding

Opus 4.8 looks like Anthropic's current premium reliability play: less about raw novelty than making high-autonomy agent work steadier, sharper, and easier to trust.

Overall 90.9 Reasoning 96.0 Coding 96.0 1M tokens
Anthropic Claude Sonnet 4.6
Agents Coding

Sonnet is often the pragmatic Anthropic choice. It gives you enough intelligence to do real work without immediately making every request feel expensive.

Overall 90.1 Reasoning 91.0 Coding 92.0 1M tokens
DeepSeek DeepSeek V4 Pro
Coding Long context

DeepSeek keeps forcing the market to take price compression seriously. The model matters, but the strategic story is the economics.

Overall 87.4 Reasoning 89.0 Coding 89.0 1M tokens
Coding Long context

V4 Flash is the budget pressure point in the current tracker set: if the official prices hold, it changes the cost floor for long-context API work.

Overall 84.3 Reasoning 84.0 Coding 85.0 1M tokens
Mistral Devstral 2
Agents Coding

Devstral 2 matters because it is aimed directly at the coding-agent stack instead of trying to be another broad general-purpose flagship.

Overall 83.4 Reasoning 82.0 Coding 92.0 256K tokens
Coding Long context

This looks like Google’s real flagship lane now: less about novelty, more about making Gemini feel dependable enough for serious agent and coding work.

Overall 90.1 Reasoning 94.0 Coding 95.0 1M tokens
OpenAI GPT-5.4 mini
Agents Coding

This is the kind of model that actually changes unit economics. It makes a lot of agent patterns viable where flagship pricing still feels heavy.

Overall 87.5 Reasoning 86.0 Coding 90.0 400K tokens
OpenAI GPT-5.5
Coding Long context

This is the kind of model you reach for when failure is expensive. It looks less like a casual chatbot and more like a premium cognitive engine for serious work.

Overall 90.1 Reasoning 96.0 Coding 97.0 1.05M tokens
xAI Grok 4.3
Coding Generalist

The important change is less the name than the economics: xAI's official docs now position Grok 4.3 as a practical API model instead of a premium curiosity.

Overall 88.8 Reasoning 90.0 Coding 89.0 1M tokens
Coding Generalist

Mistral’s role in the market is strategic as much as technical. It gives serious teams another commercial frontier path that is not just a copy of the biggest platforms.

Overall 84.0 Reasoning 84.0 Coding 88.0 256K tokens
Mistral AI Mistral Small 4
Agents Coding

Small 4 is not the glamour entry, but its hybrid design and low price make it a practical model-tracker candidate for builders watching margins.

Overall 82.4 Reasoning 82.0 Coding 86.0 256k tokens
Alibaba / Qwen Qwen3-235B-A22B
Coding Multilingual

Qwen matters because it keeps the open-weight lane credible at the high end. It is not just a hobbyist release; it is a real option for builders who want control.

Overall 86.1 Reasoning 90.0 Coding 91.0 128K tokens
Alibaba / Qwen Qwen3.6-Plus
Generalist Long context

Potential tracker replacement/refresh for Qwen3.5-Plus, but hold for pricing/context details and English/global docs alignment before publishing.

Overall 82.5 Reasoning 86.0 Coding 82.0 See Alibaba Model Studio docs