ENTERPRISE DNA / MODEL GUIDE
Make sense of the AI model landscape. Find your shortlist, compare the tradeoffs and leave with a workflow you can use.
START WITH THE JOB
A shortlist. A starter prompt. A way to check the result.
1 new model, 12 price moves, 1 context expansion since yesterday.
Pareto 26.10 just landed at $0.8/M in; DeepSeek V4 Flash Latest dropped 88.8% on price.
UNDERSTAND THE LANDSCAPE
Start with what you want to produce. Open a group, explore a model and try its checkable exercise.
Complex repository changes
text + image + file → textClaude Sonnet 5.5Scoped features and debugging
text + image + file → textClaude Haiku 5.5High-volume classification
text + image + file → textClaude Fable 5.1Long-running planning and code review
text + image + file → textGPT-6.1 SolProfessional document and code work
file + image + text → textGPT-6.1 Sol ProHigher-effort variants of the same task
file + image + text → textGPT-6 LunaCost-conscious everyday automation
file + image + text → textGPT-6 AstraDemanding analysis and engineering
file + image + text → textGemini 4 ArgonMultimodal reasoning with long inputs
audio + file + image + text + video → textGemini 3.8 FlashMultimodal task assistance
text + image + video + file + audio → textGemini 3.5 Flash LiteFocused subagent work
text + image + video + file + audio → textDeepSeek V4.1 Flash 1017Dated DeepSeek development snapshot
text + image → textDeepSeek V4 Pro 0423Text-first reasoning and coding
text → textQwen3.8 Max PrimeHigher-throughput Qwen variant
text + image + video → textQwen3.8 Omni FlashAudio-video understanding
text + image + audio + video → textKimi K3Multimodal knowledge and code work
text + image + video → textMistral Large 4Multimodal engineering workflows
text + image → textGrok 4.7Reasoning and tool-connected analysis
text + image + file → text30 profiles with sourced specifications, checked 2026-10-20. Exercises are prepared, not evaluated model results. Inspect our evaluation method →
THE MODEL GUIDE
24 models loaded
Shortlists use listed capabilities and published benchmarks, not Enterprise DNA task tests. Missing scores appear as “Not measured”. API prices are separate from app subscriptions.
Anthropic
Claude Opus 5.5 is Anthropic's flagship model for demanding reasoning, coding, and long-horizon agentic work, succeeding Claude Opus 5. It is particularly strong at multi-step chan
Anthropic
Claude Opus 5.5 is Anthropic's flagship model for demanding reasoning, coding, and long-horizon agentic work, succeeding Claude Opus 5. It is particularly strong at multi-step chan
Anthropic
Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, succeeding Claude Sonnet 5 as a direct upgrade. It is especially strong at building features, fix
Anthropic
Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, succeeding Claude Sonnet 5 as a direct upgrade. It is especially strong at building features, fix
Anthropic
Fast-mode variant of Opus 4.8 - identical capabilities with higher output speed at 2x pricing relative to regular Opus 4.8. Learn more in Anthropic's
xAI
Grok model for agentic tool use, reasoning, coding, and live assistance
Anthropic
Fast-mode variant of Opus 4.7 - identical capabilities with higher output speed at premium 6x pricing. Learn more in Anthropic's docs: https://platfo
Flagship Claude model for deep reasoning, coding, and long-horizon agents
Anthropic
Claude Fable 5.1 improves on Claude Fable 5 across the board, with the biggest gains in agentic coding, long-running agentic workflows, and knowledge work: long code refactors, fro
Anthropic
Claude Fable 5.1 improves on Claude Fable 5 across the board, with the biggest gains in agentic coding, long-running agentic workflows, and knowledge work: long code refactors, fro
Anthropic
Everyday Claude agent model for coding, planning, browsing, and general work
Qwen
Qwen3.8 Max is the flagship model in Alibaba's Qwen3.8 series, the general-availability successor to the Qwen3.8 Max Preview. It is a multimodal reasoning model intended for comple
OpenAI
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creatio
OpenAI
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creatio
Gemini 4 Argon is Google's flagship reasoning model, built for complex software engineering, deep mathematical and scientific problem solving, and autonomous multi-step agents. Goo
Gemini 4 Argon is Google's flagship reasoning model, built for complex software engineering, deep mathematical and scientific problem solving, and autonomous multi-step agents. Goo
OpenAI
GPT-6.1 Sol is an upgrade to GPT-6 Sol from OpenAI, positioned below the flagship GPT-6 Astra in the GPT-6 series. It is suited for agentic coding, computer use, document-heavy pro
OpenAI
GPT-6.1 Sol is an upgrade to GPT-6 Sol from OpenAI, positioned below the flagship GPT-6 Astra in the GPT-6 series. It is suited for agentic coding, computer use, document-heavy pro
Accounts
Flagship GLM model for hybrid reasoning, coding, and agentic engineering
Cf
Open flagship GLM for long-horizon coding agents and million-token context work
Workers Ai
Open flagship GLM for long-horizon coding agents and million-token context work
Hf Zai Org
Open flagship GLM for long-horizon coding agents and million-token context work
Subconscious
Open flagship GLM for long-horizon coding agents and million-token context work
Zai
Open flagship GLM for long-horizon coding agents and million-token context work
No models match those filters. Try another provider or reset your filters.
YOUR SHORTLIST
Estimate API cost per task
USD estimate = input tokens × input rate + output tokens × output rate, divided by 1 million. Excludes caching, tools, retries, extra reasoning tokens and provider fees. Check context and output limits before running.
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