What are Deepseek Coder v2's benchmark scores?

As of 25 Oct 2026, Deepseek Coder v2 scores 44.9 ±2.8 on the BenchLeader Index, strongest in coding (46) and weakest in composite (36). That rests on 5 independent benchmark results, and every score on this page links to its publisher.

How does Deepseek Coder v2 rank?

Deepseek Coder v2 is #527 of 785 ranked configurations on 25 Oct 2026. 279 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.

When was Deepseek Coder v2 released?

DeepSeek released Deepseek Coder v2 on 17 Jun 2024.

DeepSeek Open weights: deepseek-ai/DeepSeek-Coder-V2-Instruct Compare with another model

Deepseek Coder v2

Deepseek Coder v2 is a DeepSeek open-weights model, released 17 Jun 2024. Its best configuration ranks #527 of 785 on the BenchLeader Index at 44.9 ±2.8, in the lower half. The ± is the point: 279 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in coding (46) and lowest in composite (36). Last measured 22 Oct 2026.

Blended price: –
Output speed: –
First answer: –
Context: 128k
Full answer: –
Cost per run: –
Released: 17 Jun 2024

How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.

Overall index45
Reasoning43
Coding46
Maths44
Human preference41
Composite36

How its index has moved

19 Sept 2026 to 19 Oct 2026

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Reasoning

Benchmark	not stated	Source	Trend
Arena Hard Prompts	1288#266	Arena (LMArena)

Coding

Benchmark	not stated	Source	Trend
Arena Coding	1342#251	Arena (LMArena)

Maths

Benchmark	not stated	Source	Trend
Arena Maths	1272#254	Arena (LMArena)
GSM8Knot in index	94.5%#1	Epoch AI Benchmarking Hub

Instruction following

Benchmark	not stated	Source	Trend
Arena Instruction Followingnot in index	1253#278	Arena (LMArena)

Human preference

Benchmark	not stated	Source
Arena Text	1265#282	Arena (LMArena)
Arena Creative Writingnot in index	1205#290	Arena (LMArena)
Arena Multi-turnnot in index	1236#284	Arena (LMArena)
Arena Longer Queriesnot in index	1288#265	Arena (LMArena)

Composite

Benchmark	not stated	Source	Trend
AA Intelligence Index v4.3.2	6.0#548	Artificial Analysis

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Questions people ask

What are Deepseek Coder v2's benchmark scores?: As of 25 Oct 2026, Deepseek Coder v2 scores 44.9 ±2.8 on the BenchLeader Index, strongest in coding (46) and weakest in composite (36). That rests on 5 independent benchmark results, and every score on this page links to its publisher.
How does Deepseek Coder v2 rank?: Deepseek Coder v2 is #527 of 785 ranked configurations on 25 Oct 2026. 279 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.
When was Deepseek Coder v2 released?: DeepSeek released Deepseek Coder v2 on 17 Jun 2024.

Data as of 25 Oct 2026. Compare with another model.

Cite as: BenchLeader, “Deepseek Coder v2: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/deepseek-coder-v2.