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OpenAI: OpenAI: GPT-5 Codex (batch)

GPT-5-Codex is a specialized version of GPT-5 optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, independent execution of complex engineering tasks....

Source-linked Weight access not listed
API record Report
InputT
OutputT
Input price$0.625/M
Output price$5/M
Context400K
Max output128K
Providers0
Inference availability

Providers

Provider-specific identifiers, limits, and listed prices per million tokens. Every row links back to the provider's own documentation.

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Specification

Capabilities

Recorded from the source catalog and provider listings.

? Reasoning Unknown
? Tool calling Unknown
? Structured output Unknown
? Attachments Unknown
✓ Vision input Yes
? Open weights Unknown
Creator
OpenAI
Model family
Not documented
Knowledge cutoff
Not documented
License
Not documented
Release date
Not documented
Model ID
openai/gpt-5-codex:batch
Published evaluations

Benchmarks

Every result stays attached to its source, version, metric and harness. Scores from different versions are never merged, and the profile below plots each benchmark against its own population rather than on a shared scale.

Benchmark registry
Design Arena: webapps elo Source ↗
Design Arena: webapps #65 of 80

Each strip shows every published score for that benchmark, with this model marked. The lighter shape behind the ticks is the density of results, and the dashed line is the median.

Cost against capability

Price and performance

Listed input price plotted against Design Arena: webapps, the benchmark with the widest published coverage that this model appears in.

0 708 1415 $0.1 $1 $10 Claude Fable 5 — $10/M, score 1261.0 Anthropic: Claude Fable 5.1 — $10/M, score 1318.0 Anthropic: Claude Fable 5.1 (batch) — $5/M, score 1318.0 Anthropic: Claude Fable 5 (batch) — $5/M, score 1261.0 Anthropic: Claude Opus 4.5 — $5/M, score 1159.0 Anthropic: Claude Opus 4.5 (batch) — $2.5/M, score 1159.0 Anthropic: Claude Opus 4.6 — $5/M, score 1206.0 Anthropic: Claude Opus 4.6 (batch) — $2.5/M, score 1206.0 Anthropic: Claude Opus 4.7 — $5/M, score 1279.0 Anthropic: Claude Opus 4.7 (batch) — $2.5/M, score 1279.0 Anthropic: Claude Opus 4.8 — $5/M, score 1233.0 Anthropic: Claude Opus 4.8 (batch) — $2.5/M, score 1233.0 Claude Opus 5 — $5/M, score 1266.0 Anthropic: Claude Opus 5.5 — $4/M, score 1318.0 Anthropic: Claude Opus 5.5 (batch) — $2/M, score 1318.0 Anthropic: Claude Opus 5 (batch) — $2.5/M, score 1266.0 Anthropic: Claude Sonnet 4.5 — $3/M, score 1059.0 Anthropic: Claude Sonnet 4.5 (batch) — $1.5/M, score 1059.0 Anthropic: Claude Sonnet 4.6 — $3/M, score 1190.0 Anthropic: Claude Sonnet 4.6 (batch) — $1.5/M, score 1190.0 Claude Sonnet 5 — $2/M, score 1245.0 Anthropic: Claude Sonnet 5.5 — $2/M, score 1306.0 Anthropic: Claude Sonnet 5.5 (batch) — $1/M, score 1306.0 Anthropic: Claude Sonnet 5 (batch) — $1/M, score 1245.0 DeepSeek V4 Pro — $0.66/M, score 1000.0 Gemini 3 Flash Preview — $0.5/M, score 1110.0 Google: Gemini 3 Flash Preview (batch) — $0.25/M, score 1110.0 Gemini 3.1 Pro Preview — $2/M, score 1125.0 Google: Gemini 3.1 Pro Preview (batch) — $1/M, score 1125.0 Gemini 3.5 Flash — $1.5/M, score 1202.0 Google: Gemini 3.5 Flash (batch) — $0.75/M, score 1202.0 Gemini 3.6 Flash — $0.75/M, score 1197.0 Google: Gemini 3.6 Flash (batch) — $0.375/M, score 1197.0 Gemini 3.7 Flash — $0.75/M, score 1223.0 Google: Gemini 3.7 Flash (batch) — $0.375/M, score 1223.0 Gemini 3.8 Flash — $0.75/M, score 1238.0 Google: Gemini 3.8 Flash (batch) — $0.375/M, score 1238.0 Muse Spark 1.1 — $1.25/M, score 1207.0 Muse Spark 1.2 — $1.25/M, score 1221.0 Muse Spark 1.3 — $1.25/M, score 1297.0 MiniMax: MiniMax M3 — $0.3/M, score 1200.0 MiniMax: MiniMax M3 (batch) — $0.3/M, score 1210.0 Kimi K2.5 — $0.375/M, score 1136.0 Kimi K2.6 — $0.95/M, score 1268.0 Kimi K2.7 Code — $0.95/M, score 1176.0 MoonshotAI: Kimi K2.7 Code (batch) — $0.475/M, score 1216.0 Kimi K3 — $3/M, score 1295.0 MoonshotAI: Kimi K3 (batch) — $2.28/M, score 1295.0 GPT-5-Codex — $1.1/M, score 1138.0 OpenAI: GPT-5 Codex (batch) — $0.625/M, score 1112.0 GPT-5.1 — $1.25/M, score 1032.0 GPT-5.1 Codex — $1.07/M, score 1018.0 OpenAI: GPT-5.1 (batch) — $0.625/M, score 1032.0 GPT-5.2 — $1.75/M, score 1086.0 GPT-5.2 Codex — $0.14/M, score 1051.0 OpenAI: GPT-5.2 (batch) — $0.875/M, score 1086.0 GPT-5.3 Codex — $1.75/M, score 1032.0 GPT-5.4 — $2.5/M, score 1059.0 OpenAI: GPT-5.4 (batch) — $1.25/M, score 1059.0 GPT-5.5 — $5/M, score 1117.0 OpenAI: GPT-5.5 (batch) — $2.5/M, score 1117.0 GPT-6.1 Sol — $2/M, score 1306.0 OpenAI: GPT-6.1 Sol (batch) — $1/M, score 1306.0 Qwen: Qwen3.7 Max — $1.475/M, score 1208.0 Qwen: Qwen3.8 Max — $2/M, score 1335.0 Inkling — $1/M, score 1196.0 Solar Pro 4 — $0.3/M, score 1105.0 SpaceXAI: Grok 4.20 — $1.25/M, score 1144.0 SpaceXAI: Grok 4.3 — $1.25/M, score 1126.0 SpaceXAI: Grok 4.3 (batch) — $1/M, score 1126.0 SpaceXAI: Grok 4.5 — $2/M, score 1218.0 SpaceXAI: Grok 4.6 — $2/M, score 1248.0 MiMo-V2.6-Pro — $0.435/M, score 1290.0 Z.ai: GLM 5.1 — $1.4/M, score 1175.0 Z.ai: GLM 5.2 — $0.034/M, score 1222.0 Z.ai: GLM 5.2 (batch) — $0.7/M, score 1227.0 Z.ai: GLM 5V Turbo — $1.2/M, score 1124.0 OpenAI: GPT-5 Codex (batch) Input price per million tokens (log scale) Elo

The stepped line is the efficient frontier: at each price, the best score available for that money or less. A model sitting on it is not being beaten by anything cheaper. Price is log-scaled because listed rates span four orders of magnitude. Only models with both a listed price and a score on this benchmark can appear.

Catalog activity

Change log

Field-level changes detected between successful source imports.

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Public API

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API documentation
Endpoint
GET https://modelbench.lol/api/v1/models/openai/gpt-5-codex:batch
curl
curl "https://modelbench.lol/api/v1/models/openai/gpt-5-codex:batch"
Common questions

Frequently asked questions

Answered directly from the stored record — nothing here is generated beyond the catalog's own fields.

What is OpenAI: GPT-5 Codex (batch)?

GPT-5-Codex is a specialized version of GPT-5 optimized for software engineering and coding workflows. It is designed for both interactive development sessions and long, independent execution of complex engineering tasks. It is published by OpenAI and catalogued here from OpenRouter.

What is the context length of OpenAI: GPT-5 Codex (batch)?

OpenAI: GPT-5 Codex (batch) accepts up to 400K tokens of context and returns up to 128K output tokens.

Does OpenAI: GPT-5 Codex (batch) support tool calling and structured output?

Provider catalogs list support for image input.

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