Model comparison
DeepSeek Coder 1.3B vs Falcon-40B
Neither DeepSeek Coder 1.3B nor Falcon-40B has enough public benchmark results to be ranked yet; the rows below show what has been published.
Last verified . 5 shared benchmarks.
DeepSeek
Technology Innovation InstituteSummary
- They share 5 benchmarks with published results for both.
Side by side
| DeepSeek Coder 1.3B | Falcon-40B | |
|---|---|---|
| Provider | DeepSeek | Technology Innovation Institute |
| Noometry Index | 35.0 | — |
| Released | 2023-11-02 | 2023-03-15 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 12 |
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Category by category
Coding Not comparable
DeepSeek Coder 1.3B: 31.2 (#287), Falcon-40B: —
| Benchmark | DeepSeek Coder 1.3B | Falcon-40B |
|---|---|---|
| BigCodeBench Instruct | 22.8% | — |
| BigCodeBench Complete | 29.6% | — |
| HumanEval+ | 60.4% | — |
| MBPP+ | 54.8% | — |
Reasoning Not comparable
DeepSeek Coder 1.3B: —, Falcon-40B: —
| Benchmark | DeepSeek Coder 1.3B | Falcon-40B |
|---|---|---|
| Epoch Capabilities Index | 63.6 | 104.45 |
| WinoGrande | 53.3% | 76.9% |
| BIG-Bench Hard | — | 37.1% |
| HellaSwag | — | 85.3% |
| LAMBADA | — | 77.3% |
| PIQA | — | 83% |
Math Not comparable
DeepSeek Coder 1.3B: —, Falcon-40B: —
| Benchmark | DeepSeek Coder 1.3B | Falcon-40B |
|---|---|---|
| GSM8K | 4.4% | 33.8% |
Knowledge Not comparable
DeepSeek Coder 1.3B: —, Falcon-40B: —
| Benchmark | DeepSeek Coder 1.3B | Falcon-40B |
|---|---|---|
| ARC (AI2) Challenge | 25.4% | 61.9% |
| MMLU | 25.8% | 56.9% |
| BoolQ | — | 83.1% |
| OpenBookQA | — | 56.6% |
| TriviaQA | — | 79.9% |
Frequently asked questions
Is DeepSeek Coder 1.3B better than Falcon-40B?
Neither DeepSeek Coder 1.3B nor Falcon-40B has enough public benchmark results to be ranked yet; the rows below show what has been published.
How many benchmarks do DeepSeek Coder 1.3B and Falcon-40B share?
5 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Falcon-40B has 12.