Model comparison
Claude 3.5 Haiku vs GPT-5.3 Chat
GPT-5.3 Chat is the stronger model overall, scoring 42.8 to 29.2 on the Noometry Index.
Last verified . 18 shared benchmarks.
Summary
- They share 18 benchmarks with published results for both. Claude 3.5 Haiku scores higher in 0 categories and GPT-5.3 Chat in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where GPT-5.3 Chat leads 38.2 to 14.7.
Side by side
| Claude 3.5 Haiku | GPT-5.3 Chat | |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Noometry Index | 29.2 | 42.8 |
| Released | 2024-10-22 | 2026-03-03 |
| Weights | Proprietary | Proprietary |
| Context window | — | 128K |
| Max output | — | 16K |
| Input $ / M tokens | — | $1.75 |
| Output $ / M tokens | — | $14 |
| Results tracked | 49 | 18 |
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Category by category
Coding GPT-5.3 Chat leads
Claude 3.5 Haiku: 32.9 (#265), GPT-5.3 Chat: 41.4 (#124)
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| LMArena Coding | 1286 | 1408 |
| Aider Polyglot | 28% | — |
| SciCode | 27.4% | — |
| WeirdML | 30.7% | — |
| BigCodeBench Instruct | 46.1% | — |
| LiveBench Coding | 51.4% | — |
| BigCodeBench Complete | 59% | — |
| CadEval | 32% | — |
Agentic & Tool Use Not comparable
Claude 3.5 Haiku: 28.0 (#95), GPT-5.3 Chat: —
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| BALROG | 19.3% | — |
Reasoning GPT-5.3 Chat leads
Claude 3.5 Haiku: 17.7 (#290), GPT-5.3 Chat: 28.5 (#102)
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| LMArena Hard Prompts | 1251 | 1399 |
| CritPt | 0% | — |
| LiveBench Reasoning | 28.1% | — |
| DTBench | 56.7% | — |
| LiveBench Data Analysis | 48.5% | — |
| Epoch Capabilities Index | 127.15 | — |
| LiveBench | 43.5% | — |
Math GPT-5.3 Chat leads
Claude 3.5 Haiku: 14.7 (#300), GPT-5.3 Chat: 38.2 (#142)
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| LMArena Math | 1244 | 1389 |
| OTIS Mock AIME 2024-2025 | 4.3% | — |
| Omni-MATH | 22.4% | — |
| LiveBench Math | 35.5% | — |
| MATH Level 5 | 46.4% | — |
| FrontierMath (Feb 2025 set) | 0.3% | — |
Knowledge GPT-5.3 Chat leads
Claude 3.5 Haiku: 18.7 (#281), GPT-5.3 Chat: 38.8 (#140)
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| LMArena Expert | 1208 | 1397 |
| GPQA Diamond | 38.1% | — |
| MMLU-Pro | 60.5% | — |
| Confabulations | 36.7% | — |
| GPQA (HELM) | 36.3% | — |
| MMLU | 74.3% | — |
Multimodal Not comparable
Claude 3.5 Haiku: 26.8 (#117), GPT-5.3 Chat: —
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| LMArena Vision | 1092 | — |
| GeoBench | 34% | — |
Multilingual GPT-5.3 Chat leads
Claude 3.5 Haiku: 40.0 (#218), GPT-5.3 Chat: 50.3 (#124)
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| LMArena Non-English | 1238 | 1382 |
| LMArena Chinese | 1229 | 1432 |
| LMArena French | 1264 | 1397 |
| LMArena German | 1237 | 1384 |
| LMArena Japanese | 1175 | 1352 |
| LMArena Korean | 1173 | 1346 |
| LMArena Russian | 1253 | 1400 |
| LMArena Spanish | 1261 | 1371 |
Instruction Following GPT-5.3 Chat leads
Claude 3.5 Haiku: 62.9 (#234), GPT-5.3 Chat: 72.8 (#129)
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| LMArena Instruction Following | 1241 | 1378 |
| LiveBench Instruction Following | 61.9% | — |
| IFEval | 79.2% | — |
Long Context GPT-5.3 Chat leads
Claude 3.5 Haiku: 38.3 (#200), GPT-5.3 Chat: 42.6 (#120)
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| LMArena Longer Query | 1261 | 1396 |
Writing & Preference GPT-5.3 Chat leads
Claude 3.5 Haiku: 42.7 (#234), GPT-5.3 Chat: 63.1 (#68)
| Benchmark | Claude 3.5 Haiku | GPT-5.3 Chat |
|---|---|---|
| LMArena Text | 1255 | 1389 |
| LMArena Creative Writing | 1233 | 1355 |
| EQ-Bench Creative Writing | 1146 | 1690 |
| LMArena Multi-Turn | 1265 | 1412 |
| Short-Story Creative Writing | 73.5% | — |
| WildBench | 76% | — |
| LiveBench Language | 35.4% | — |
Frequently asked questions
Is Claude 3.5 Haiku better than GPT-5.3 Chat?
GPT-5.3 Chat is the stronger model overall, scoring 42.8 to 29.2 on the Noometry Index.
Is Claude 3.5 Haiku or GPT-5.3 Chat better for coding?
GPT-5.3 Chat scores higher on coding benchmarks: 41.4 versus 32.9 in the Noometry coding category.
How many benchmarks do Claude 3.5 Haiku and GPT-5.3 Chat share?
18 benchmarks have published results for both models. Claude 3.5 Haiku has 49 scored results on Noometry and GPT-5.3 Chat has 18.