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OpenAI: GPT-5.1 (batch)

openai/gpt-5.1:batch

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GPT-5.1 is the latest frontier-grade model in the GPT-5 series, offering stronger general-purpose reasoning, improved instruction adherence, and a more natural conversational style compared to GPT-5. It uses adaptive reasoning to allocate computation dynamically, responding quickly to simple queries while spending more depth on complex tasks. The model produces clearer, more grounded explanations with reduced jargon, making it easier to follow even on technical or multi-step problems.

Built for broad task coverage, GPT-5.1 delivers consistent gains across math, coding, and structured analysis workloads, with more coherent long-form answers and improved tool-use reliability. It also features refined conversational alignment, enabling warmer, more intuitive responses without compromising precision. GPT-5.1 serves as the primary full-capability successor to GPT-5

Modalities

In / Out Price

$0.625 / $5per 1M

Context

400K

Released

Nov 13, 2025

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ProvidersPricingPerformanceUptimeBenchmarksAppsActivityFAQExplore

Providers

Different companies host the same model. OpenRouter routes your request to one of them based on the routing mode you pick — Balanced (price + speed), Nitro (fastest), or Exacto (highest tool-calling accuracy).

Pricing

The average price customers actually pay for this model, next to the prices providers post. Caching and discounts mean the price actually paid is often well below the listed one.

Performance

Throughput is how fast the model writes (tokens per second — higher is better). Latency is total round-trip time (lower is better). TTFT is time-to-first-token — how long before you see anything appear (lower is better).

Uptime

Uptime is the percentage of the past 3 days that at least one provider was responding to requests. Availability is the percentage of time that inference was successfully served. OpenRouter continuously monitors and uses the next-best provider when one returns an error.

Benchmarks

Scores on standardized evaluations. Higher percentages are better — and rank percentile shows where this model lands among all models on OpenRouter.

Benchmark score summary for OpenAI: GPT-5.1 (batch) (Artificial Analysis and Design Arena)
SourceBenchmarkScore
Artificial AnalysisGPT-5.1 (high) Coding Index49.4
Artificial AnalysisGPT-5.1 (high) GPQA Diamond87.3%
Artificial AnalysisGPT-5.1 (high) HLE28.5%
Artificial AnalysisGPT-5.1 (high) IFBench72.9%
Artificial AnalysisGPT-5.1 (high) τ²-Bench Telecom81.9%
Artificial AnalysisGPT-5.1 (high) AA-LCR80.0%
Artificial AnalysisGPT-5.1 (high) GDPval-AA21.5%
Artificial AnalysisGPT-5.1 (high) CritPt4.9%
Artificial AnalysisGPT-5.1 (high) Terminal-Bench Hard45.5%
Artificial AnalysisGPT-5.1 (high) AA-Omniscience Accuracy37.7%
Artificial AnalysisGPT-5.1 (high) AA-Omniscience Non-Hallucination Rate48.1%
Artificial AnalysisGPT-5.1 (Non-reasoning) GPQA Diamond64.3%
Artificial AnalysisGPT-5.1 (Non-reasoning) HLE5.3%
Artificial AnalysisGPT-5.1 (Non-reasoning) IFBench43.2%
Artificial AnalysisGPT-5.1 (Non-reasoning) τ²-Bench Telecom46.5%
Artificial AnalysisGPT-5.1 (Non-reasoning) AA-LCR45.0%
Artificial AnalysisGPT-5.1 (Non-reasoning) CritPt0.0%
Artificial AnalysisGPT-5.1 (Non-reasoning) Terminal-Bench Hard22.7%
Artificial AnalysisGPT-5.1 (Non-reasoning) AA-Omniscience Accuracy29.5%
Artificial AnalysisGPT-5.1 (Non-reasoning) AA-Omniscience Non-Hallucination Rate9.4%
Design ArenaGPT-5.1 (High) Models Arena 3D Elo1089
Design ArenaGPT-5.1 (High) Models Arena Asciiart Elo1079
Design ArenaGPT-5.1 (High) Models Arena Code Categories Elo1186
Design ArenaGPT-5.1 (High) Models Arena Data Visualization Elo1210
Design ArenaGPT-5.1 (High) Models Arena Game Development Elo1201
Design ArenaGPT-5.1 (High) Models Arena SVG Elo1167
Design ArenaGPT-5.1 (High) Models Arena UI Component Elo1173
Design ArenaGPT-5.1 (High) Models Arena Website Elo1199

Apps

Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for.

Activity

Token volume and request traffic to this model over time.

Quick Start

Drop-in code to call this model. OpenRouter's API is OpenAI-compatible — most SDKs work by just swapping the base URL. The only thing that changes between models is the model slug below.

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Frequently asked questions

GPT-5.1 is the latest frontier-grade model in the GPT-5 series, offering stronger general-purpose reasoning, improved instruction adherence, and a more natural conversational style compared to GPT-5. It uses adaptive reasoning to allocate computation dynamically, responding quickly to simple queries while spending more depth on complex tasks.

GPT-5.1 (batch) costs $0.625/M input tokens and $5.00/M output tokens, with separate rates for Cache Read at $0.0625/M tokens and Web Search at $10.00/1K calls.

GPT-5.1 (batch) has a 400,000 token context window. It supports up to 128,000 completion tokens.

Yes. GPT-5.1 (batch) accepts tools and tool_choice for function calling. It also supports structured outputs via a JSON schema in response_format.

GPT-5.1 (batch) accepts images, text, and files such as PDFs as input and returns text.

GPT-6 Astra, GPT-6 Astra Pro, GPT-5.6 Luna Pro and 55 more are other text models from OpenAI.

GPT-5.1 (batch) was released on November 13, 2025.