Model comparison
Codellama 70b Instruct vs Gemini 1.0 Pro
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 27.3 on the Noometry Index.
Last verified . 5 shared benchmarks.
Meta
GoogleSummary
- They share 5 benchmarks with published results for both. Codellama 70b Instruct scores higher in 2 categories and Gemini 1.0 Pro in 3 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Gemini 1.0 Pro leads 33.4 to 24.8.
- Codellama 70b Instruct has downloadable open weights; the other is API-only.
Side by side
| Codellama 70b Instruct | Gemini 1.0 Pro | |
|---|---|---|
| Provider | Meta | |
| Noometry Index | 33.7 | 27.3 |
| Released | — | 2023-12-13 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 24 |
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Category by category
Coding Codellama 70b Instruct leads
Codellama 70b Instruct: 37.6 (#193), Gemini 1.0 Pro: 32.2 (#275)
| Benchmark | Codellama 70b Instruct | Gemini 1.0 Pro |
|---|---|---|
| HumanEval+ | 65.9% | 55.5% |
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1108 |
| BigCodeBench Complete | 49.6% | — |
| MBPP+ | — | 61.4% |
Reasoning Codellama 70b Instruct leads
Codellama 70b Instruct: 20.1 (#242), Gemini 1.0 Pro: 17.1 (#296)
| Benchmark | Codellama 70b Instruct | Gemini 1.0 Pro |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1109 |
| DTBench | — | 45.9% |
| Epoch Capabilities Index | — | 117.04 |
Math Not comparable
Codellama 70b Instruct: —, Gemini 1.0 Pro: 9.3 (#321)
| Benchmark | Codellama 70b Instruct | Gemini 1.0 Pro |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 1.1% |
| LMArena Math | — | 1132 |
| MATH Level 5 | — | 11.2% |
Knowledge Not comparable
Codellama 70b Instruct: —, Gemini 1.0 Pro: 15.6 (#291)
| Benchmark | Codellama 70b Instruct | Gemini 1.0 Pro |
|---|---|---|
| GPQA Diamond | — | 34% |
| LMArena Expert | — | 1059 |
| MMLU | — | 70% |
Multilingual Gemini 1.0 Pro leads
Codellama 70b Instruct: 24.8 (#288), Gemini 1.0 Pro: 33.4 (#252)
| Benchmark | Codellama 70b Instruct | Gemini 1.0 Pro |
|---|---|---|
| LMArena Non-English | 992 | 1138 |
| LMArena Chinese | — | 1124 |
| LMArena French | — | 1145 |
| LMArena German | — | 1125 |
| LMArena Japanese | — | 1023 |
| LMArena Russian | — | 1186 |
| LMArena Spanish | — | 1119 |
Instruction Following Gemini 1.0 Pro leads
Codellama 70b Instruct: 51.9 (#293), Gemini 1.0 Pro: 57.6 (#267)
| Benchmark | Codellama 70b Instruct | Gemini 1.0 Pro |
|---|---|---|
| LMArena Instruction Following | 1024 | 1114 |
Long Context Not comparable
Codellama 70b Instruct: —, Gemini 1.0 Pro: 34.3 (#249)
| Benchmark | Codellama 70b Instruct | Gemini 1.0 Pro |
|---|---|---|
| LMArena Longer Query | — | 1132 |
Writing & Preference Gemini 1.0 Pro leads
Codellama 70b Instruct: 33.4 (#277), Gemini 1.0 Pro: 36.0 (#264)
| Benchmark | Codellama 70b Instruct | Gemini 1.0 Pro |
|---|---|---|
| LMArena Text | 1057 | 1149 |
| LMArena Creative Writing | — | 1131 |
| LMArena Multi-Turn | — | 1139 |
Frequently asked questions
Is Codellama 70b Instruct better than Gemini 1.0 Pro?
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 27.3 on the Noometry Index.
Is Codellama 70b Instruct or Gemini 1.0 Pro better for coding?
Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 32.2 in the Noometry coding category.
How many benchmarks do Codellama 70b Instruct and Gemini 1.0 Pro share?
5 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Gemini 1.0 Pro has 24.