GPT-5.1 High: Benchmarks, Pricing & Context Window
GPT-5.1 High is a language model from OpenAI, released in November 2025, with multimodal input.
GPT-5.1 High provides enhanced reasoning capabilities with high-effort thinking for complex problems. This variant offers deeper analysis and more thorough responses compared to the base model, making it ideal for challenging tasks that
GPT-5.1 High benchmarks
Capability tiers
Standing within each category, adjusted for leaderboard depth.
Real tasks performance
High-confidence performance for GPT-5.1 High across real-world prompt categories. Only 95% intervals at most 4 points wide are shown.
Performance by conversation depth
How GPT-5.1 High holds up as conversations get longer.
Quality Tracker
GPT-5.1 High Performance Across Datasets
Scores sourced from the model's scorecard, paper, or official blog posts
llm-stats.com - Mon Oct 19 2026GPT-5.1 High pricing
Providers
GPT-5.1 High starts at $1.25 per million input tokens and $10.00 per million output tokens via OpenAI.
| Provider | Input $/M | Cached input $/M | Output $/M | Context in / out | TTFT p95 s | Output p5 c/s | Modalities in / out |
|---|---|---|---|---|---|---|---|
 OpenAI | $1.25 | — | $10.00 | 400.0K/128.0K | 3.50 | — | / |
Cached input is the discounted price for prompt tokens served from a provider cache. TTFT is time to first token. Output is characters per second; p5 is the sustained floor exceeded by 95% of observed requests.
GPT-5.1 High context window
Input and output token limits for GPT-5.1 High, plus how it ranks on long-context understanding.
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GPT-5.1 High latency
GPT-5.1 High time to first token, sustained output throughput, and failed-request rate from live model usage over the trailing 7 days.
GPT-5.1 High examples
Recent arena outputs from GPT-5.1 High, picked from the highest-ranked matchups.
GPT-5.1 High license
GPT-5.1 High is a proprietary model available under its provider's product and API terms.
- License
- Proprietary
- Hosted access
Proprietary license - usage restrictions apply
GPT-5.1 High resources
Official sources for GPT-5.1 High: provider documentation, official playground, official launch post.
GPT-5.1 High vs other models
The most-compared alternatives to GPT-5.1 High are Gemini 3 Flash, GPT-5 Medium, GPT OSS 20B High. Open any pair side-by-side for benchmarks, pricing, context, and latency.
Models like GPT-5.1 High
Models ranked just above and below GPT-5.1 High by LLM Stats score.
FAQ
Common questions about GPT-5.1 High.