GPT-5.3-Codex

openai/gpt-5.3-codex-20260224

GPT-5.3-Codex, released by OpenAI on 2026-02-

  • tool use
  • structured outputs
  • reasoning

At a glance

provideropenai
releasedFeb 5, 2026
context400K
input / M$1.75

Specifications

What the API gives you

Context window
400K tokens
Max output
128K tokens
Input price
$1.75 / 1M tokens
Output price
$14 / 1M tokens
Cache read
$0.17 / 1M tokens
Modalities
text, image, file → text
Knowledge cutoff
Released
Feb 5, 2026

Measured evidence

Public benchmark record

Design Arena Coding
1175 Elo2026-07-28
Design Arena Coding
1175 Elo2026-07-27
Design Arena Coding
1175 Elo2026-07-30
Design Arena Coding
1175 Elo2026-07-29
Design Arena Coding
1175 Elo2026-07-31
Design Arena Coding
1174 Elo2026-08-02
Design Arena Coding
1173 Elo2026-08-05
Design Arena Coding
1174 Elo2026-08-01
Design Arena Coding
1172 Elo2026-08-09
Design Arena Coding
1174 Elo2026-08-03
Design Arena Coding
1174 Elo2026-08-04
Design Arena Coding
1169 Elo2026-08-14
Design Arena Coding
1173 Elo2026-08-06
Design Arena Coding
1172 Elo2026-08-10
Design Arena Coding
1174 Elo2026-08-07
Design Arena Coding
1164 Elo2026-08-18
Design Arena Coding
1172 Elo2026-08-08
Design Arena Coding
1165 Elo2026-08-15
Design Arena Coding
1172 Elo2026-08-11
Design Arena Coding
1171 Elo2026-08-12
Design Arena Coding
1170 Elo2026-08-13
Design Arena Coding
1163 Elo2026-08-19
Design Arena Coding
1169 Elo2026-08-27
Design Arena Coding
1163 Elo2026-08-20
Design Arena Coding
1164 Elo2026-08-16
Design Arena Coding
1161 Elo2026-09-05
Design Arena Coding
1164 Elo2026-08-17
Design Arena Coding
1169 Elo2026-08-21
Design Arena Coding
1169 Elo2026-08-22
Design Arena Coding
1169 Elo2026-08-23
Design Arena Coding
1169 Elo2026-08-28
Design Arena Coding
1169 Elo2026-08-24
Design Arena Coding
1170 Elo2026-08-25
Design Arena Coding
1170 Elo2026-08-26
Design Arena Coding
1161 Elo2026-09-06
Design Arena Coding
1169 Elo2026-08-29
Design Arena Coding
1168 Elo2026-08-30
Design Arena Coding
1168 Elo2026-08-31
Design Arena Coding
1168 Elo2026-09-01
Design Arena Coding
1167 Elo2026-09-02
Design Arena Coding
1165 Elo2026-09-03
Design Arena Coding
1164 Elo2026-09-04
Design Arena UI
1173 Elo2026-07-28
Design Arena UI
1174 Elo2026-07-27
Design Arena UI
1174 Elo2026-07-30
Design Arena UI
1174 Elo2026-07-29
Design Arena UI
1173 Elo2026-07-31
Design Arena UI
1174 Elo2026-08-02
Design Arena UI
1174 Elo2026-08-01
Design Arena UI
1173 Elo2026-08-05
Design Arena UI
1170 Elo2026-08-09
Design Arena UI
1174 Elo2026-08-03
Design Arena UI
1174 Elo2026-08-04
Design Arena UI
1168 Elo2026-08-14
Design Arena UI
1173 Elo2026-08-06
Design Arena UI
1172 Elo2026-08-07
Design Arena UI
1171 Elo2026-08-10
Design Arena UI
1171 Elo2026-08-08
Design Arena UI
1171 Elo2026-08-18
Design Arena UI
1171 Elo2026-08-11
Design Arena UI
1172 Elo2026-08-15
Design Arena UI
1171 Elo2026-08-12
Design Arena UI
1171 Elo2026-08-13
Design Arena UI
1171 Elo2026-08-19
Design Arena UI
1172 Elo2026-08-16
Design Arena UI
1171 Elo2026-08-20
Design Arena UI
1163 Elo2026-08-27
Design Arena UI
1171 Elo2026-08-17
Design Arena UI
1160 Elo2026-09-05
Design Arena UI
1164 Elo2026-08-21
Design Arena UI
1164 Elo2026-08-22
Design Arena UI
1164 Elo2026-08-23
Design Arena UI
1164 Elo2026-08-24
Design Arena UI
1163 Elo2026-08-28
Design Arena UI
1165 Elo2026-08-25
Design Arena UI
1165 Elo2026-08-26
Design Arena UI
1160 Elo2026-09-06
Design Arena UI
1164 Elo2026-08-29
Design Arena UI
1164 Elo2026-08-30
Design Arena UI
1164 Elo2026-08-31
Design Arena UI
1163 Elo2026-09-01
Design Arena UI
1163 Elo2026-09-02
Design Arena UI
1161 Elo2026-09-03
Design Arena UI
1159 Elo2026-09-04
Design Arena Web-app Agent
1100 Elo2026-07-28
Design Arena Web-app Agent
1100 Elo2026-07-27
Design Arena Web-app Agent
1098 Elo2026-07-30
Design Arena Web-app Agent
1098 Elo2026-07-29
Design Arena Web-app Agent
1099 Elo2026-07-31
Design Arena Web-app Agent
1099 Elo2026-08-02
Design Arena Web-app Agent
1099 Elo2026-08-01
Design Arena Web-app Agent
1082 Elo2026-08-05
Design Arena Web-app Agent
1077 Elo2026-08-09
Design Arena Web-app Agent
1099 Elo2026-08-03
Design Arena Web-app Agent
1099 Elo2026-08-04
Design Arena Web-app Agent
1072 Elo2026-08-14
Design Arena Web-app Agent
1083 Elo2026-08-06
Design Arena Web-app Agent
1074 Elo2026-08-10
Design Arena Web-app Agent
1083 Elo2026-08-07
Design Arena Web-app Agent
1083 Elo2026-08-08
Design Arena Web-app Agent
1073 Elo2026-08-18
Design Arena Web-app Agent
1074 Elo2026-08-11
Design Arena Web-app Agent
1076 Elo2026-08-15
Design Arena Web-app Agent
1075 Elo2026-08-12
Design Arena Web-app Agent
1073 Elo2026-08-13
Design Arena Web-app Agent
1073 Elo2026-08-19
Design Arena Web-app Agent
1064 Elo2026-08-27
Design Arena Web-app Agent
1073 Elo2026-08-20
Design Arena Web-app Agent
1076 Elo2026-08-16
Design Arena Web-app Agent
1076 Elo2026-08-17
Design Arena Web-app Agent
1063 Elo2026-09-05
Design Arena Web-app Agent
1069 Elo2026-08-21
Design Arena Web-app Agent
1070 Elo2026-08-22
Design Arena Web-app Agent
1070 Elo2026-08-23
Design Arena Web-app Agent
1064 Elo2026-08-28
Design Arena Web-app Agent
1064 Elo2026-08-24
Design Arena Web-app Agent
1065 Elo2026-08-25
Design Arena Web-app Agent
1065 Elo2026-08-26
Design Arena Web-app Agent
1063 Elo2026-09-06
Design Arena Web-app Agent
1064 Elo2026-08-29
Design Arena Web-app Agent
1063 Elo2026-08-30
Design Arena Web-app Agent
1063 Elo2026-08-31
Design Arena Web-app Agent
1063 Elo2026-09-01
Design Arena Web-app Agent
1062 Elo2026-09-02
Design Arena Web-app Agent
1063 Elo2026-09-03
Design Arena Web-app Agent
1063 Elo2026-09-04
Design Arena Website
1187 Elo2026-07-28
Design Arena Website
1187 Elo2026-07-30
Design Arena Website
1187 Elo2026-07-27
Design Arena Website
1187 Elo2026-07-29
Design Arena Website
1187 Elo2026-07-31
Design Arena Website
1186 Elo2026-08-02
Design Arena Website
1186 Elo2026-08-01
Design Arena Website
1186 Elo2026-08-05
Design Arena Website
1186 Elo2026-08-03
Design Arena Website
1185 Elo2026-08-09
Design Arena Website
1186 Elo2026-08-04
Design Arena Website
1182 Elo2026-08-14
Design Arena Website
1186 Elo2026-08-06
Design Arena Website
1186 Elo2026-08-07
Design Arena Website
1185 Elo2026-08-10
Design Arena Website
1185 Elo2026-08-08
Design Arena Website
1175 Elo2026-08-18
Design Arena Website
1185 Elo2026-08-11
Design Arena Website
1174 Elo2026-08-15
Design Arena Website
1184 Elo2026-08-12
Design Arena Website
1183 Elo2026-08-13
Design Arena Website
1174 Elo2026-08-19
Design Arena Website
1174 Elo2026-08-16
Design Arena Website
1174 Elo2026-08-20
Design Arena Website
1182 Elo2026-08-27
Design Arena Website
1174 Elo2026-08-17
Design Arena Website
1178 Elo2026-09-05
Design Arena Website
1182 Elo2026-08-21
Design Arena Website
1183 Elo2026-08-22
Design Arena Website
1183 Elo2026-08-23
Design Arena Website
1183 Elo2026-08-24
Design Arena Website
1183 Elo2026-08-28
Design Arena Website
1183 Elo2026-08-25
Design Arena Website
1183 Elo2026-08-26
Design Arena Website
1176 Elo2026-09-06
Design Arena Website
1182 Elo2026-08-29
Design Arena Website
1182 Elo2026-08-30
Design Arena Website
1182 Elo2026-08-31
Design Arena Website
1182 Elo2026-09-01
Design Arena Website
1181 Elo2026-09-02
Design Arena Website
1179 Elo2026-09-03
Design Arena Website
1178 Elo2026-09-04
LMArena WebDev
1406 Elo2026-07-21
LMArena WebDev
1369 Elo2026-07-27
LMArena WebDev
1370 Elo2026-07-24
LMArena WebDev
1370 Elo2026-07-28
LMArena WebDev
1370 Elo2026-07-30
LMArena WebDev
1369 Elo2026-08-01
LMArena WebDev
1369 Elo2026-07-31
LMArena WebDev
1369 Elo2026-08-06
LMArena WebDev
1369 Elo2026-08-02
LMArena WebDev
1369 Elo2026-08-12
LMArena WebDev
1370 Elo2026-08-10
LMArena WebDev
1369 Elo2026-08-14
LMArena WebDev
1369 Elo2026-08-21
LMArena WebDev
1369 Elo2026-09-01
LMArena WebDev
1370 Elo2026-09-05
LMArena WebDev
1369 Elo2026-08-30
SWE-rebench
58.6% ± 0.92026-03-01tools

LMArena data licensed CC-BY-4.0. Aider (Apache-2.0) and SWE-bench (MIT) are open. Design Arena uses blind human preference. Submitted scaffold plus model result. Compare the harness and effort settings, not only the model name.

Task evidence

How broad is the support?

Each status is exact to this model version and the selected task. Official release claims remain provisional.

  • Best LLM for Frontend & UIEstablished evidence

    90% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for CodingProvisional evidence

    58% of intended weighted task evidence across 3 independent sources; broader independent confirmation is still missing from Aider Polyglot or LiveBench Coding. 8 of 8 configured evaluation feeds currently have results.

  • 55% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Aider Polyglot or LiveBench Coding. 6 of 6 configured evaluation feeds currently have results.

  • Best LLM for Code CompletionProvisional evidence

    44% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Aider Polyglot or LiveBench Coding. 4 of 4 configured evaluation feeds currently have results.

  • Best LLM for Agentic CodingProvisional evidence

    41% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Frontier-Bench or LiveBench Agentic Coding. 8 of 8 configured evaluation feeds currently have results.

  • Best Local LLM for CodingProvisional evidence

    40% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Aider Polyglot or LiveBench Coding. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for Autonomous AgentsProvisional evidence

    29% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Frontier-Bench or LiveBench Agentic Coding. 7 of 7 configured evaluation feeds currently have results.

  • Best LLM for AI AgentsProvisional evidence

    20% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or LiveBench Agentic Coding. 7 of 7 configured evaluation feeds currently have results.

  • Best LLM for Hermes AgentProvisional evidence

    18% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or LMArena Agent. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for OpenHandsProvisional evidence

    18% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or LMArena Agent. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for GooseProvisional evidence

    18% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or LMArena Agent. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for OpenClawProvisional evidence

    18% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or LMArena Agent. 5 of 5 configured evaluation feeds currently have results.

  • Best Cheap LLM for High VolumeProvisional evidence

    17% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LMArena Text. 3 of 4 configured evaluation feeds currently have results.

  • Cheapest Capable LLMProvisional evidence

    17% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LMArena Text. 3 of 4 configured evaluation feeds currently have results.

  • Best LLM for Fast SummariesProvisional evidence

    14% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LMArena Text. 3 of 4 configured evaluation feeds currently have results.

  • Best Value LLMProvisional evidence

    14% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LMArena Text. 3 of 4 configured evaluation feeds currently have results.

  • 13% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Data Analysis or Route reliability. 2 of 4 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LiveBench Language. 4 of 5 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LiveBench Language. 4 of 5 configured evaluation feeds currently have results.

  • Best LLM for TranslationProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LiveBench Language. 4 of 5 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from FACTS Grounding or LiveBench Instruction Following. 4 of 6 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from Berkeley Function Calling or LMArena Agent. 4 of 5 configured evaluation feeds currently have results.

  • Best LLM for Business WritingProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LMArena Creative Writing. 5 of 5 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LiveBench Reasoning. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for Marketing CopyProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LMArena Creative Writing. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for SummarizationProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from FACTS Grounding or LiveBench Instruction Following. 4 of 6 configured evaluation feeds currently have results.

  • Best LLM for Chat & RoleplayProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LiveBench Language. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for Creative WritingProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LiveBench Language. 5 of 5 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from Berkeley Function Calling or LMArena Agent. 4 of 4 configured evaluation feeds currently have results.

  • Best LLM for OCR & DocumentsProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LMArena Document or LMArena Vision. 3 of 5 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Reasoning or LMArena Vision. 3 of 4 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LMArena Document or LMArena Vision. 3 of 5 configured evaluation feeds currently have results.

  • Best LLM for WritingProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LiveBench Language. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for Grounded RAGProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from CRAG or FACTS Grounding. 2 of 5 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LiveBench Language. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for Charts & DiagramsProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LMArena Document or LMArena Vision. 3 of 5 configured evaluation feeds currently have results.

  • Best LLM for Document ParsingProvisional evidence

    10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LMArena Document or LMArena Vision. 3 of 5 configured evaluation feeds currently have results.

  • 10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LiveBench Reasoning. 5 of 5 configured evaluation feeds currently have results.

  • 8% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Instruction Following or LMArena Text. 3 of 4 configured evaluation feeds currently have results.

  • Best LLM for Massive ContextProvisional evidence

    6% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LMArena Document or LMArena Long Query. 3 of 4 configured evaluation feeds currently have results.

  • 6% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from FACTS Grounding or LMArena Document. 4 of 6 configured evaluation feeds currently have results.

  • 6% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from Berkeley Function Calling or LiveBench Data Analysis. 4 of 5 configured evaluation feeds currently have results.

  • 6% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from Berkeley Function Calling or LiveBench Data Analysis. 4 of 5 configured evaluation feeds currently have results.

  • Best LLM for Competition MathProvisional evidence

    5% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Mathematics or LiveBench Reasoning. 5 of 5 configured evaluation feeds currently have results.

  • Best LLM for Math & ReasoningProvisional evidence

    5% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LiveBench Mathematics or LiveBench Reasoning. 5 of 5 configured evaluation feeds currently have results.

Recommendation coverage

Where this model appears

Not currently included in a published recommendation. The task evidence panel above says exactly what is confirmed and what is still missing.

Catalog data via OpenRouter and models.dev. Last checked within the past 6 hours.