AI Model Ranking
Snapshot: 2026-07-08
Current reasoning model
Highest-ranked frontier reasoning entry in the snapshot, with a very large context window.
Best for: Deep repository analysis, complex planning, and high-value agent tasks where latency is acceptable.
Current reasoning model
High-intelligence Claude Opus variant with 1M context and stronger response time than Fable.
Best for: Large code migrations, multi-file edits, and coding agents that need strong reasoning.
Current reasoning model
Top OpenAI reasoning tier in the snapshot, with high intelligence and broad context.
Best for: OpenAI-centered coding agents, design-to-code work, code review, and tool-heavy workflows.
Current reasoning model
Strong Opus reasoning with 1M context and lower latency than the higher Opus/Fable entries.
Best for: Interactive coding sessions that still need frontier reasoning and long context.
Current reasoning model
Sonnet-level cost profile with high intelligence and 1M context, trading off long first response.
Best for: Long, careful batch work where quality and context matter more than immediacy.
Current reasoning model
A high-reasoning GPT-5.5 mode with the same broad context and much lower latency than xhigh.
Best for: Daily agent coding, code review, refactors, and product engineering loops.
Current reasoning model
High ranking with 1M context, low listed blended price, and very fast median output.
Best for: Cost-aware coding assistants, long-context analysis, and latency-sensitive workflows.
Current reasoning model
Balanced GPT-5.5 reasoning tier with broad context and faster response than high/xhigh.
Best for: Most interactive coding loops where quality, speed, and context all matter.
Current general model
Fast long-context Gemini model with strong intelligence and Google ecosystem fit.
Best for: Long-file analysis, multimodal coding workflows, and Google Cloud-oriented stacks.
Current reasoning model
Pro preview with 1M context, useful when long-context quality is the main requirement.
Best for: Architecture review, large document-to-code tasks, and multimodal product work.
Current reasoning model
High-throughput Qwen entry with 1M context and competitive listed price.
Best for: Multilingual coding, China-friendly model routing, and fast long-context workloads.
Current reasoning model
A faster Gemini Flash configuration with 1M context and estimated intelligence marker.
Best for: Responsive coding help, long context prompts, and lower-latency Gemini workflows.
Current reasoning model
Cost-efficient 1M-context option with strong ranking for its listed price.
Best for: Budget-aware long-context coding, summarization, and batch analysis.
Current reasoning model
Very low listed blended price with 1M context and a top-20 intelligence score.
Best for: Cost-sensitive model stacks, alternative coding agents, and long-context experiments.
Current reasoning model
Coding-focused OpenAI entry with 400k context and high reasoning configuration.
Best for: Codex-style software generation, repo edits, test fixes, and code review prompts.
Current reasoning model
Competitive intelligence with moderate context and low first-token latency.
Best for: Regional coding workflows, prompt iteration, and medium-context agent tasks.
Current reasoning model
Low-latency GPT-5.5 tier with broad context and much faster interaction.
Best for: Interactive pair programming, quick fixes, and fast planning loops.
Current model; partial public metrics
Top-20 intelligence entry with partial public operating metrics in the snapshot.
Best for: Evaluation watchlists and teams comparing Meta model availability.
Current general model
Fast non-reasoning Claude Opus mode with 1M context and low first-token latency.
Best for: Responsive Claude workflows, code explanation, and long-context edits that do not need heavy reasoning.
Current reasoning model
Low listed price with 1M context and a top-20 intelligence placement.
Best for: Cost-focused experimentation, long-context comparisons, and alternative model routing.