Model comparison
Claude 3.5 Haiku vs DeepSeek Coder 33B
Claude 3.5 Haiku has enough public results to be ranked (#315); DeepSeek Coder 33B does not yet, so treat this comparison as directional.
Last verified . 4 shared benchmarks.
DeepSeekSummary
- They share 4 benchmarks with published results for both. Claude 3.5 Haiku scores higher in 0 categories and DeepSeek Coder 33B in 1 category; one gap is clear of the uncertainty.
- The widest gap is in coding, where DeepSeek Coder 33B leads 38.0 to 32.9.
- The biggest single-benchmark swing is BigCodeBench Complete: 59% for Claude 3.5 Haiku and 51.1% for DeepSeek Coder 33B.
- DeepSeek Coder 33B has downloadable open weights; the other is API-only.
Side by side
| Claude 3.5 Haiku | DeepSeek Coder 33B | |
|---|---|---|
| Provider | Anthropic | DeepSeek |
| Noometry Index | 29.2 | 38.9 |
| Released | 2024-10-22 | 2023-11-02 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 49 | 9 |
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Category by category
Coding DeepSeek Coder 33B leads
Claude 3.5 Haiku: 32.9 (#265), DeepSeek Coder 33B: 38.0 (#184)
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| BigCodeBench Instruct | 46.1% | 42% |
| BigCodeBench Complete | 59% | 51.1% |
| Aider Polyglot | 28% | — |
| SciCode | 27.4% | — |
| WeirdML | 30.7% | — |
| LiveBench Coding | 51.4% | — |
| LMArena Coding | 1286 | — |
| CadEval | 32% | — |
| HumanEval+ | — | 75% |
| MBPP+ | — | 70.1% |
Agentic & Tool Use Not comparable
Claude 3.5 Haiku: 28.0 (#95), DeepSeek Coder 33B: —
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| BALROG | 19.3% | — |
Reasoning Not comparable
Claude 3.5 Haiku: 17.7 (#290), DeepSeek Coder 33B: —
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| Epoch Capabilities Index | 127.15 | 96.32 |
| CritPt | 0% | — |
| LiveBench Reasoning | 28.1% | — |
| LMArena Hard Prompts | 1251 | — |
| DTBench | 56.7% | — |
| LiveBench Data Analysis | 48.5% | — |
| LiveBench | 43.5% | — |
| WinoGrande | — | 62% |
Math Not comparable
Claude 3.5 Haiku: 14.7 (#300), DeepSeek Coder 33B: —
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 4.3% | — |
| Omni-MATH | 22.4% | — |
| LiveBench Math | 35.5% | — |
| LMArena Math | 1244 | — |
| MATH Level 5 | 46.4% | — |
| FrontierMath (Feb 2025 set) | 0.3% | — |
| GSM8K | — | 35.4% |
Knowledge Not comparable
Claude 3.5 Haiku: 18.7 (#281), DeepSeek Coder 33B: —
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| MMLU | 74.3% | 39.4% |
| GPQA Diamond | 38.1% | — |
| MMLU-Pro | 60.5% | — |
| Confabulations | 36.7% | — |
| GPQA (HELM) | 36.3% | — |
| LMArena Expert | 1208 | — |
| ARC (AI2) Challenge | — | 42.2% |
Multimodal Not comparable
Claude 3.5 Haiku: 26.8 (#117), DeepSeek Coder 33B: —
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| LMArena Vision | 1092 | — |
| GeoBench | 34% | — |
Multilingual Not comparable
Claude 3.5 Haiku: 40.0 (#218), DeepSeek Coder 33B: —
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| LMArena Non-English | 1238 | — |
| LMArena Chinese | 1229 | — |
| LMArena French | 1264 | — |
| LMArena German | 1237 | — |
| LMArena Japanese | 1175 | — |
| LMArena Korean | 1173 | — |
| LMArena Russian | 1253 | — |
| LMArena Spanish | 1261 | — |
Instruction Following Not comparable
Claude 3.5 Haiku: 62.9 (#234), DeepSeek Coder 33B: —
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| LiveBench Instruction Following | 61.9% | — |
| IFEval | 79.2% | — |
| LMArena Instruction Following | 1241 | — |
Long Context Not comparable
Claude 3.5 Haiku: 38.3 (#200), DeepSeek Coder 33B: —
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| LMArena Longer Query | 1261 | — |
Writing & Preference Not comparable
Claude 3.5 Haiku: 42.7 (#234), DeepSeek Coder 33B: —
| Benchmark | Claude 3.5 Haiku | DeepSeek Coder 33B |
|---|---|---|
| LMArena Text | 1255 | — |
| LMArena Creative Writing | 1233 | — |
| Short-Story Creative Writing | 73.5% | — |
| EQ-Bench Creative Writing | 1146 | — |
| WildBench | 76% | — |
| LMArena Multi-Turn | 1265 | — |
| LiveBench Language | 35.4% | — |
Frequently asked questions
Is Claude 3.5 Haiku better than DeepSeek Coder 33B?
Claude 3.5 Haiku has enough public results to be ranked (#315); DeepSeek Coder 33B does not yet, so treat this comparison as directional.
Is Claude 3.5 Haiku or DeepSeek Coder 33B better for coding?
DeepSeek Coder 33B scores higher on coding benchmarks: 38.0 versus 32.9 in the Noometry coding category.
How many benchmarks do Claude 3.5 Haiku and DeepSeek Coder 33B share?
4 benchmarks have published results for both models. Claude 3.5 Haiku has 49 scored results on Noometry and DeepSeek Coder 33B has 9.