DeepSeek-Coder-V2-Lite-Base
DeepSeek-Coder-V2-Lite-Base (lab not stated) was released on Jun 13, 2024. In the Epoch AI capability ranking (ECI), it ranks #224 out of 267 models, with 108.96. Against models of the same generation, its best result is on GSM8K: 67.1%, #7 of 26.
Where DeepSeek-Coder-V2-Lite-Base stands out and where it falls behind, by the numbers
DeepSeek-Coder-V2-Lite-Base has published results on 4 tests compiled by Epoch AI. The yardstick here is its generation: its position among the models released between Sep 17, 2023 and Sep 11, 2024 that took the same test. Against the whole archive, which includes 2023 models, a recent release lands near the top of almost everything, and that says nothing.
Where it stands out
Tests where it sits in the top third of its own generation.
Where it falls behind
Tests where it sits in the bottom half of its own generation.
See all 4 tests, one by one
| Test | Score | In its generation | Overall | Test record |
|---|---|---|---|---|
| MMLU | 60.5% | #32 / 47 | #56 / 92 | 88.1% GPT-4o (May 2024) |
| ARC (AI2) | 57.3% | #15 / 28 | #33 / 65 | 95.3% DeepSeek-V3 (Mar 2025) |
| WinoGrande | 72.9% | #17 / 28 | #33 / 61 | 89.2% Llama 3.1-405B |
| GSM8K | 67.1% | #7 / 26 | #16 / 54 | 92.0% GPT-4 (Mar 2023) |
For each test, the model's best effort level counts, as in the ranking. Source of the scores: Epoch AI, under CC BY 4.0.
What to compare DeepSeek-Coder-V2-Lite-Base with
The models from other labs closest in capability and released in the same period, at most two per lab. Click any of them to see its page.
| Model | Lab | ECI | ELO | LiveBench | Release |
|---|---|---|---|---|---|
| DeepSeek LLM 67B | DeepSeek | 110.47 | n/a | n/a | Nov 29, 2023 |
| Falcon 2 11B | Technology Innovation Institute | 109.63 | n/a | n/a | May 9, 2024 |
| Mistral 7B v0.3 | Mistral AI | 109.06 | n/a | n/a | May 27, 2024 |
| DeepSeek-Coder-V2-Lite-Base | 108.96 | n/a | n/a | Jun 13, 2024 | |
| Phi-2 | Microsoft | 108.02 | n/a | n/a | Dec 12, 2023 |
| Nemotron-4 15B | Nvidia | 107.80 | n/a | n/a | Feb 26, 2024 |
| Qwen-7B | Alibaba | 106.91 | n/a | n/a | Sep 28, 2023 |
Have you used DeepSeek-Coder-V2-Lite-Base? Rate it
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What people ask about DeepSeek-Coder-V2-Lite-Base
Where does DeepSeek-Coder-V2-Lite-Base rank among AI models?
In the ROO3 AI Benchmark, ordered by the Epoch AI ECI, DeepSeek-Coder-V2-Lite-Base ranks #224 out of 267 models, with an ECI of 108.96. The ECI is a composite index that combines several hard benchmarks into a single scale. The position changes when a new model comes out, and the page is refreshed six times a day.
What is DeepSeek-Coder-V2-Lite-Base best at?
Against models of the same generation (released up to 9 months before and up to 3 months after it), the best relative results of DeepSeek-Coder-V2-Lite-Base are: GSM8K (#7 of 26). The yardstick is its position among the models of that period that took the same test.
Where do the numbers on this page come from?
From the same three sources as the ranking, all openly licensed: Epoch AI (ECI and individual tests, CC BY 4.0), Arena (human-preference ELO, CC BY 4.0) and LiveBench (overall average, CC BY-SA 4.0). ROO3 does not measure any model. When the page shows a figure published by the maker itself, it appears in the written analysis, labeled as the maker's, and never enters the ranking.
Where each number comes from
Epoch AI, "AI Benchmarking Hub". Published at epoch.ai. Data under the CC BY 4.0 licence, reordered by roo3.co.
The Arena (LMArena) leaderboard, from the public lmarena-ai/leaderboard-dataset on Hugging Face, under the CC BY 4.0 licence. We are not affiliated with the Arena.
LiveBench, by the LiveBench team, published at livebench.ai under the CC BY-SA 4.0 license. The overall average is recomputed by roo3.co with the same formula as the website (average of the categories), and those numbers stay under CC BY-SA 4.0. We are not affiliated with LiveBench.
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