Model comparison
Claude 3 Haiku vs Codellama 34b Instruct
Codellama 34b Instruct is the stronger model overall, scoring 30.8 to 25.9 on the Noometry Index.
Last verified . 14 shared benchmarks.
Summary
- They share 14 benchmarks with published results for both. Claude 3 Haiku scores higher in 4 categories and Codellama 34b Instruct in 3 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in math, where Codellama 34b Instruct leads 31.0 to 9.8.
- The biggest single-benchmark swing is BigCodeBench Complete: 50.1% for Claude 3 Haiku and 37.1% for Codellama 34b Instruct.
- Codellama 34b Instruct has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Haiku | Codellama 34b Instruct | |
|---|---|---|
| Provider | Anthropic | Meta |
| Noometry Index | 25.9 | 30.8 |
| Released | 2024-03-07 | — |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 37 | 14 |
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Category by category
Coding Codellama 34b Instruct leads
Claude 3 Haiku: 26.4 (#325), Codellama 34b Instruct: 28.5 (#314)
| Benchmark | Claude 3 Haiku | Codellama 34b Instruct |
|---|---|---|
| BigCodeBench Instruct | 39.4% | 29% |
| LMArena Coding | 1199 | 1046 |
| BigCodeBench Complete | 50.1% | 37.1% |
| HumanEval+ | 68.9% | 43.9% |
| MBPP+ | 68.8% | 56.3% |
| WeirdML | 9.8% | — |
| CadEval | 12% | — |
Reasoning Codellama 34b Instruct leads
Claude 3 Haiku: 16.3 (#307), Codellama 34b Instruct: 19.6 (#255)
| Benchmark | Claude 3 Haiku | Codellama 34b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1174 | 1032 |
| Kagi LLM Benchmark | 34.2% | — |
| DTBench | 50.1% | — |
| LMCA | 8.8% | — |
| Epoch Capabilities Index | 118.35 | — |
| ForecastBench | 53.2 | — |
| WinoGrande | 74.2% | — |
Math Codellama 34b Instruct leads
Claude 3 Haiku: 9.8 (#319), Codellama 34b Instruct: 31.0 (#230)
| Benchmark | Claude 3 Haiku | Codellama 34b Instruct |
|---|---|---|
| LMArena Math | 1188 | 1056 |
| OTIS Mock AIME 2024-2025 | 1.8% | — |
| MATH Level 5 | 14.9% | — |
Knowledge Not comparable
Claude 3 Haiku: 17.3 (#285), Codellama 34b Instruct: —
| Benchmark | Claude 3 Haiku | Codellama 34b Instruct |
|---|---|---|
| GPQA Diamond | 36.3% | — |
| Confabulations | 34.2% | — |
| LMArena Expert | 1148 | — |
| MMLU | 73.8% | — |
Multimodal Not comparable
Claude 3 Haiku: 23.6 (#128), Codellama 34b Instruct: —
| Benchmark | Claude 3 Haiku | Codellama 34b Instruct |
|---|---|---|
| LMArena Vision | 950 | — |
| ScienceQA | 72% | — |
Multilingual Claude 3 Haiku leads
Claude 3 Haiku: 36.0 (#243), Codellama 34b Instruct: 25.8 (#284)
| Benchmark | Claude 3 Haiku | Codellama 34b Instruct |
|---|---|---|
| LMArena Non-English | 1178 | 1011 |
| LMArena Chinese | 1155 | 976 |
| LMArena French | 1195 | — |
| LMArena German | 1174 | — |
| LMArena Japanese | 1102 | — |
| LMArena Korean | 1109 | — |
| LMArena Russian | 1204 | — |
| LMArena Spanish | 1166 | — |
Instruction Following Claude 3 Haiku leads
Claude 3 Haiku: 61.3 (#247), Codellama 34b Instruct: 52.2 (#291)
| Benchmark | Claude 3 Haiku | Codellama 34b Instruct |
|---|---|---|
| LMArena Instruction Following | 1173 | 1028 |
Long Context Claude 3 Haiku leads
Claude 3 Haiku: 36.1 (#237), Codellama 34b Instruct: 30.9 (#284)
| Benchmark | Claude 3 Haiku | Codellama 34b Instruct |
|---|---|---|
| LMArena Longer Query | 1190 | 1013 |
Writing & Preference Claude 3 Haiku leads
Claude 3 Haiku: 29.7 (#291), Codellama 34b Instruct: 28.2 (#297)
| Benchmark | Claude 3 Haiku | Codellama 34b Instruct |
|---|---|---|
| LMArena Text | 1195 | 1066 |
| LMArena Creative Writing | 1157 | 1032 |
| LMArena Multi-Turn | 1190 | 1015 |
| EQ-Bench Creative Writing | 717 | — |
Frequently asked questions
Is Claude 3 Haiku better than Codellama 34b Instruct?
Codellama 34b Instruct is the stronger model overall, scoring 30.8 to 25.9 on the Noometry Index.
Is Claude 3 Haiku or Codellama 34b Instruct better for coding?
Codellama 34b Instruct scores higher on coding benchmarks: 28.5 versus 26.4 in the Noometry coding category.
How many benchmarks do Claude 3 Haiku and Codellama 34b Instruct share?
14 benchmarks have published results for both models. Claude 3 Haiku has 37 scored results on Noometry and Codellama 34b Instruct has 14.