# GPT-5.4 Benchmark Scores & Performance

> GPT-5.4 by OpenAI scores 66.7/100 overall, ranking #30 out of 954 AI models.

Canonical page: https://benchlm.ai/models/gpt-5-4

Last updated: October 17, 2026

## Model Details

| Property | Value |
|----------|-------|
| Creator | OpenAI |
| Source Type | Proprietary |
| Reasoning Type | Reasoning |
| Context Window | 1.05M |
| Overall Score | 66.7/100 |
| Overall Rank | #30 of 954 |

## Family & Coverage

- Family: GPT-5.4
- Variant: base
- Benchmarks covered: 57 of 639
- Sibling models: [GPT-5.4 Pro](/models/gpt-5-4-pro), [GPT-5.4 mini](/models/gpt-5-4-mini), [GPT-5.4 nano](/models/gpt-5-4-nano)
- Coverage note: BenchLM currently has partial benchmark coverage for this model, so the overall score is conservative.

## Agentic Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [Terminal-Bench 2.0](/benchmarks/terminal-bench-2) | 75.1% | [OpenAI: Introducing GPT-5.4](https://openai.com/index/introducing-gpt-5-4/) |
| [CyberGym](/benchmarks/cybergym) | 79.0% | [OpenAI: Introducing GPT-5.5](https://openai.com/index/introducing-gpt-5-5/) |
| [BrowseComp](/benchmarks/browsecomp) | 82.7% | [OpenAI: Introducing GPT-5.4](https://openai.com/index/introducing-gpt-5-4/) |
| [OSWorld-Verified](/benchmarks/osworld-verified) | 75% | [OpenAI: Introducing GPT-5.4](https://openai.com/index/introducing-gpt-5-4/) |
| [MCP Atlas](/benchmarks/mcpatlas) | 70.6% | [OpenAI: Introducing GPT-5.5 comparison table](https://openai.com/index/introducing-gpt-5-5/) |
| [Toolathlon](/benchmarks/toolathlon) | 54.6% | [OpenAI: Introducing GPT-5.4](https://openai.com/index/introducing-gpt-5-4/) |
| [τ²-bench results](/benchmarks/tau2-bench) | 98.9% | [OpenAI: Introducing GPT-5.4 mini and nano](https://openai.com/index/introducing-gpt-5-4-mini-and-nano/) |
| [Claw-Eval](/benchmarks/claw-eval) | 60.3% | [Claw-Eval leaderboard](https://claw-eval.github.io/) |
| [DeepSearchQA](/benchmarks/deepsearchqa) | 73.6% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [APEX-Agents-AA](/benchmarks/apexagentsaa) | 33.3% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [GDPval-AA](/benchmarks/gdpvalaanormalized) | 37.3% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [Gert Labs](/benchmarks/gertlabs) | 64.89% | [Gert Labs rankings](https://gertlabs.com/rankings) |
| [ResearchClawBench](/benchmarks/researchclawbench) | 15.3% | [ResearchClawBench leaderboard](https://internscience.github.io/ResearchClawBench-Home/) |
| [JobBench](/benchmarks/jobbench) | 38.9% | [JobBench paper](https://arxiv.org/abs/2605.26329) |
| [ExploitGym](/benchmarks/exploitgym) | 6.0% | [ExploitGym paper](https://arxiv.org/abs/2605.11086) |
| [GDPval-AA](/benchmarks/gdpvalaa) | 1307 | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [ApprenticeBench](/benchmarks/apprenticebench) | 11% | [NeoCognition: ApprenticeBench GUI results](https://neocognition.io/blog/apprentice-bench/#are-frontier-agents-ready-for-the-job) |
| [MazeBench](/benchmarks/mazebench) | 0% | [MazeBench AI leaderboard (ASCII mode)](https://mazebench.com/leaderboard/ai?mode=ascii&tools=0&metric=gems&run=2026-07-19T17-00-57-477-f071a9) |

## Coding Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [LiveCodeBench Pro](/benchmarks/livecodebench-pro) | 87.5% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [SWE-bench Pro](/benchmarks/swe-bench-pro) | 57.7% | [OpenAI: Introducing GPT-5.4](https://openai.com/index/introducing-gpt-5-4/) |
| [React Native Evals](/benchmarks/reactnativeevals) | 85.3% | [React Native Evals leaderboard](https://rn-evals.vercel.app/) |
| [Terminal-Bench 2.0](/benchmarks/terminal-bench-2) | 75.1% | [OpenAI: Introducing GPT-5.4](https://openai.com/index/introducing-gpt-5-4/) |
| [Vibe Code Bench](/benchmarks/vibecodebench) | 67.42% | [Vals AI: Vibe Code Bench v1.1](https://www.vals.ai/benchmarks/vibe-code) |
| [AA Coding Index](/benchmarks/aacodingindex) | 71.0% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [PostTrainBench v1.1](/benchmarks/posttrainbench-v1-1) | 19.0% | [PostTrainBench v1.1 public leaderboard](https://posttrainbench.com/?version=v1.1) |

## Multimodal & Grounded Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [MMMU-Pro](/benchmarks/mmmu-pro) | 81.2% | [OpenAI: Introducing GPT-5.4](https://openai.com/index/introducing-gpt-5-4/) |
| [OfficeQA Pro](/benchmarks/officeqapro) | 53.2% | [OpenAI: Introducing GPT-5.5 comparison table](https://openai.com/index/introducing-gpt-5-5/) |
| [MMMU-Pro w/ Python](/benchmarks/mmmupropython) | 82.1% | [OpenAI: Introducing GPT-5.5 comparison table](https://openai.com/index/introducing-gpt-5-5/) |
| [CharXiv](/benchmarks/charxiv) | 82.8% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [ERQA](/benchmarks/erqa) | 65.4% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [SimpleVQA](/benchmarks/simplevqa) | 61.1% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [ScreenSpot Pro](/benchmarks/screenspot-pro) | 85.4% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [ZeroBench](/benchmarks/zerobench) | 41.0% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [MedXpertQA (MM)](/benchmarks/medxpertqamm) | 77.1% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [AA-MMMU-Pro](/benchmarks/mmmu-pro) | 78.4% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [Design Arena Website](/benchmarks/designarenawebsite) | 1221 | [OpenRouter model benchmarks](https://openrouter.ai/openai/gpt-5.4/benchmarks) |

## Reasoning Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [ARC-AGI-2](/benchmarks/arc-agi-2) | 74.0% | [ARC Prize official leaderboard data](https://arcprize.org/leaderboard) |
| [ARC-AGI-3](/benchmarks/arcagi3) | 0.2% | [ARC Prize official leaderboard data](https://arcprize.org/leaderboard) |
| [AA-LCR](/benchmarks/lcr) | 82.0% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [CritPt](/benchmarks/critpt) | 23.4% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [ARC-AGI-1](/benchmarks/arcagi1) | 93.67% | [ARC Prize: GPT-5.4 (XHigh) verified results](https://arcprize.org/leaderboard) |

## Knowledge Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [GPQA](/benchmarks/gpqa) | 92.8% | [Reported upstream source](https://openai.com/index/introducing-gpt-5-4/) |
| [HLE](/benchmarks/hle) | 52.1% | [OpenAI: Introducing GPT-5.5 comparison table](https://openai.com/index/introducing-gpt-5-5/) |
| [HLE w/o tools](/benchmarks/hlenotools) | 39.8% | [OpenAI: Introducing GPT-5.4](https://openai.com/index/introducing-gpt-5-4/) |
| [GPQA-D](/benchmarks/gpqa-diamond) | 92.8% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [HealthBench Hard](/benchmarks/healthbench-hard) | 40.1% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [MedXpertQA (Text)](/benchmarks/medxpertqatext) | 59.6% | [Meta AI: Muse Spark comparison chart](https://ai.meta.com/blog/introducing-muse-spark-msl/) |
| [Artificial Analysis Intelligence Index](/benchmarks/artificialanalysis) | 39.0% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [AA-GPQA Diamond](/benchmarks/gpqa-diamond) | 92.0% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [AA-HLE](/benchmarks/aahle) | 43.7% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [AA-Omniscience Index](/benchmarks/aaomniscienceindex) | 5.8% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [AA-Omniscience Accuracy](/benchmarks/omniscienceaccuracy) | 50.8% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [AA-Omniscience Hallucination Rate](/benchmarks/omnisciencehallucinationrate) | 91.7% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |
| [HealthBench Professional](/benchmarks/healthbenchprofessional) | 48.1% | [HealthBench Professional paper](https://arxiv.org/abs/2604.27470) |

## Instruction Following Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [AA-IFBench](/benchmarks/ifbench) | 73.9% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-4) |

## Mathematics Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [FrontierMath v2 (Tiers 1-3)](/benchmarks/frontiermathv2tiers13) | 78.596% | [Epoch AI FrontierMath v2 leaderboard](https://epoch.ai/benchmarks/frontiermath-tiers-1-3-v2) |
| [FrontierMath v2 (Tier 4)](/benchmarks/frontiermathv2tier4) | 49.000% | [Epoch AI FrontierMath v2 leaderboard](https://epoch.ai/benchmarks/frontiermath-tier-4-v2?view=graph&tab=leaderboard) |

## Other OpenAI Models

- [GPT-6.1 Sol](/models/gpt-6-1-sol) - Score: 84.07
- [GPT-6 Astra](/models/gpt-6-astra) - Score: 83.88
- [GPT-6 Sol](/models/gpt-6-sol) - Score: 78.48
- [GPT-5.6 Sol](/models/gpt-5-6-sol) - Score: 75.32
- [GPT-5.5 Pro](/models/gpt-5-5-pro) - Score: 73.37
- [GPT-5.6 Terra](/models/gpt-5-6-terra) - Score: 70.21
- [GPT-5.5](/models/gpt-5-5) - Score: 69.29
- [GPT-5.4 Pro](/models/gpt-5-4-pro) - Score: 68.6
- [GPT-6 Luna](/models/gpt-6-luna) - Score: 66.66
- [GPT-5.2 Pro](/models/gpt-5-2-pro) - Score: 66.65
- [GPT-5.6 Luna](/models/gpt-5-6-luna) - Score: 64.35
- [GPT-5.3 Codex](/models/gpt-5-3-codex) - Score: 60.48
- [GPT-5.2](/models/gpt-5-2) - Score: 59.86
- [GPT-5.1](/models/gpt-5-1) - Score: 57.21
- [GPT-5.2-Codex](/models/gpt-5-2-codex) - Score: 55.3
- [GPT-5.4 mini](/models/gpt-5-4-mini) - Score: 53.41
- [GPT-5.1-Codex](/models/gpt-5-1-codex) - Score: 50.37
- [GPT-5 mini](/models/gpt-5-mini) - Score: 48.39
- [GPT-5.4 nano](/models/gpt-5-4-nano) - Score: 46.86
- [GPT-5 (medium)](/models/gpt-5-medium) - Score: 45.99
- [o3](/models/o3) - Score: 45.44
- [o3-pro](/models/o3-pro) - Score: 45.38
- [o3-mini](/models/o3-mini) - Score: 39.56
- [o1](/models/o1) - Score: 38.38
- [GPT-4.1](/models/gpt-4-1) - Score: 37.6
- [GPT-5 nano](/models/gpt-5-nano) - Score: 37.37
- [GPT-OSS 120B](/models/gpt-oss-120b) - Score: 37.32
- [o1-preview](/models/o1-preview) - Score: 35.98
- [o1-pro](/models/o1-pro) - Score: 35.72
- [GPT-OSS 20B](/models/gpt-oss-20b) - Score: 33.32
- [GPT-4o](/models/gpt-4o) - Score: 29.92
- [GPT-4.1 mini](/models/gpt-4-1-mini) - Score: 29.27
- [GPT-4o mini](/models/gpt-4o-mini) - Score: 26.8
- [GPT-4.1 nano](/models/gpt-4-1-nano) - Score: 24.53
- [GPT-4 Turbo](/models/gpt-4-turbo) - Score: 21.54
- [GPT-4.5](/models/gpt-4-5) - Score: not computed
- [GPT-5.1-Codex-Max](/models/gpt-5-1-codex-max) - Score: not computed
- [o4-mini](/models/o4-mini) - Score: not computed
- [o4-mini (high)](/models/o4-mini-high) - Score: not computed
- [o1-mini](/models/o1-mini) - Score: not computed
- [GPT-5.2 Instant](/models/gpt-5-2-instant) - Score: not computed
- [GPT-5.3 Instant](/models/gpt-5-3-instant) - Score: not computed
- [GPT-5 (high)](/models/gpt-5-high) - Score: not computed
- [GPT-5.3-Codex-Spark](/models/gpt-5-3-codex-spark) - Score: not computed
- [GPT-5.6 Luna (low)](/models/gpt-5-6-luna-low) - Score: not computed
- [GPT-6 Luna (low)](/models/gpt-6-luna-low) - Score: not computed
- [GPT-6 Luna (medium)](/models/gpt-6-luna-medium) - Score: not computed
- [GPT-Live-1](/models/gpt-live-1) - Score: not computed
- [GPT-5.6 Cyber](/models/gpt-5-6-cyber) - Score: not computed
- [GPT Live Transcribe](/models/gpt-live-transcribe) - Score: not computed
- [GPT Transcribe](/models/gpt-transcribe) - Score: not computed
- [GPT Realtime 2.1](/models/gpt-realtime-2-1) - Score: not computed
- [GPT Realtime 2.1 Mini](/models/gpt-realtime-2-1-mini) - Score: not computed
- [GPT Audio 1.5](/models/gpt-audio-1-5) - Score: not computed
- [GPT Realtime 1.5](/models/gpt-realtime-1-5) - Score: not computed
- [GPT Realtime mini](/models/gpt-realtime-mini) - Score: not computed
- [GPT Realtime](/models/gpt-realtime) - Score: not computed
- [GPT-4o mini TTS](/models/gpt-4o-mini-tts) - Score: not computed
- [GPT-4o mini Audio](/models/gpt-4o-mini-audio) - Score: not computed
- [GPT-4o Audio](/models/gpt-4o-audio) - Score: not computed
- [Whisper large-v3-turbo](/models/whisper-large-v3-turbo) - Score: not computed
- [GPT Realtime 2](/models/gpt-realtime-2) - Score: not computed