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  3. DeepSeek Coder V2 vs Mistral Large 3

Pairwise benchmark snapshot · Aug 1, 2026

DeepSeek Coder V2 vs Mistral Large 3 benchmark

In this head-to-head showdown, Mistral Large 3 delivers higher overall intelligence and human-preferred responses (Elo 1,456 vs 1,365), while DeepSeek Coder V2 leads in SWE-bench software engineering benchmarks (60.5%), while DeepSeek Coder V2 is more budget-friendly at $0.28/1M per 1M output tokens, while Mistral Large 3 provides faster response streaming (112 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Mistral Large 3 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose DeepSeek Coder V2 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

9 direct benchmark disciplines evaluated across capability, speed, and cost

DeepSeek Coder V2 (3)Mistral Large 3 (6)
DeepSeek Coder V2
3 of 9 Wins
✓SWE-bench✓Input price✓Output price
Mistral Large 3
6 of 9 Wins
✓Preference Elo✓LiveBench✓GPQA Diamond✓Time to first token✓Output speed✓Context window
DeepSeek
Leads 3 of 9 metrics
DeepSeek Coder V2

DeepSeek open-weight Mixture-of-Experts coding model supporting 338 programming languages and 128k context.

Elo 1,365$0.28/1M out
Mistral
Leads 6 of 9 metrics
Mistral Large 3

Mistral European flagship with strong function calling.

Elo 1,456$6/1M out
Top Rival Showdowns for DeepSeek Coder V2
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs Qwen 3 Max
Preference LeaderMistral Large 3 Wins

Mistral Large 3

Δ 91 Arena Elo pts

Throughput LeaderMistral Large 3 Wins

Mistral Large 3

112 tok/s

Value per Dollar LeaderDeepSeek Coder V2 Wins

DeepSeek Coder V2

$0.28 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
Percentile 0–100
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

DeepSeek Coder V2 (4)vsMistral Large 3 (6)
DeepSeek Coder V2: 4W (40%)Overall: Mistral Large 3Mistral Large 3: 6W (60%)
← DeepSeek Coder V2Mistral Large 3 →
🏆Mistral Large 3(3/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Benchmark
DeepSeek Coder V2vsMistral Large 3
Preference Elo
1,365vs1,456+91
Coding Elo
1,442vs—
SWE-bench
60.5%vs55.4%+5.1%
LiveBench
58.6%vs61.8%+3.2%
GPQA Diamond
70.2%vs74.1%+3.9%
DeepSeek Coder V2: 2WMistral Large 3: 3W
🏆Mistral Large 3(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
DeepSeek Coder V2vsMistral Large 3
Output speed
75 tok/svs112 tok/s+37 tok/s
Time to first token
290 msvs190 ms+100 ms
DeepSeek Coder V2: 0WMistral Large 3: 2W
🏆DeepSeek Coder V2(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
DeepSeek Coder V2vsMistral Large 3
Output price
$0.28/1Mvs$6/1M+$5.72/1M
Input price
$0.14/1Mvs$2/1M+$1.86/1M
Context window
128kvs256k+128k
DeepSeek Coder V2: 2WMistral Large 3: 1W

Side-by-Side Benchmark Matrix

Preference Elo+91
DeepSeek Coder V21,365
seed-bootstrap · Aug 1, 2026
Mistral Large 31,456
seed-bootstrap · Aug 1, 2026
Coding Elo
DeepSeek Coder V21,442
seed-bootstrap · Aug 1, 2026
Mistral Large 3—
LiveBench+3.2%
DeepSeek Coder V258.6%
seed-bootstrap · Aug 1, 2026
Mistral Large 361.8%
seed-bootstrap · Aug 1, 2026
SWE-bench+5.1%
DeepSeek Coder V260.5%
seed-bootstrap · Aug 1, 2026
Mistral Large 355.4%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+3.9%
DeepSeek Coder V270.2%
seed-bootstrap · Aug 1, 2026
Mistral Large 374.1%
seed-bootstrap · Aug 1, 2026
Time to first token+100 ms
DeepSeek Coder V2290 ms
seed-bootstrap · Aug 1, 2026
Mistral Large 3190 ms
seed-bootstrap · Aug 1, 2026
Output speed+37 tok/s
DeepSeek Coder V275 tok/s
seed-bootstrap · Aug 1, 2026
Mistral Large 3112 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$1.86/1M
DeepSeek Coder V2$0.14/1M
seed-bootstrap · Aug 1, 2026
Mistral Large 3$2/1M
seed-bootstrap · Aug 1, 2026
Output price+$5.72/1M
DeepSeek Coder V2$0.28/1M
seed-bootstrap · Aug 1, 2026
Mistral Large 3$6/1M
seed-bootstrap · Aug 1, 2026
Context window+128k
DeepSeek Coder V2128k
seed-bootstrap · Aug 1, 2026
Mistral Large 3256k
seed-bootstrap · Aug 1, 2026
BenchmarkDeepSeek Coder V2Mistral Large 3Advantage Delta
Preference Elo
1,365
seed-bootstrap · Aug 1, 2026
1,456
seed-bootstrap · Aug 1, 2026
+91
Coding Elo
1,442
seed-bootstrap · Aug 1, 2026
——
LiveBench
58.6%
seed-bootstrap · Aug 1, 2026
61.8%
seed-bootstrap · Aug 1, 2026
+3.2%
SWE-bench
60.5%
seed-bootstrap · Aug 1, 2026
55.4%
seed-bootstrap · Aug 1, 2026
+5.1%
GPQA Diamond
70.2%
seed-bootstrap · Aug 1, 2026
74.1%
seed-bootstrap · Aug 1, 2026
+3.9%
Time to first token
290 ms
seed-bootstrap · Aug 1, 2026
190 ms
seed-bootstrap · Aug 1, 2026
+100 ms
Output speed
75 tok/s
seed-bootstrap · Aug 1, 2026
112 tok/s
seed-bootstrap · Aug 1, 2026
+37 tok/s
Input price
$0.14/1M
seed-bootstrap · Aug 1, 2026
$2/1M
seed-bootstrap · Aug 1, 2026
+$1.86/1M
Output price
$0.28/1M
seed-bootstrap · Aug 1, 2026
$6/1M
seed-bootstrap · Aug 1, 2026
+$5.72/1M
Context window
128k
seed-bootstrap · Aug 1, 2026
256k
seed-bootstrap · Aug 1, 2026
+128k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 94% with DeepSeek Coder V2
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
DeepSeek Coder V2$9.10 / mo
In: $4.9Out: $4.2
Mistral Large 3$160.00 / mo
In: $70Out: $90
Estimated Cost Delta

DeepSeek Coder V2 is estimated to save $150.90/month ($1,811/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    DeepSeek Coder V2:Pick DeepSeek Coder V2 when repo-level coding accuracy is the constraint.
  • 2
    Mistral Large 3:Pick Mistral Large 3 when time-to-first-token matters more than peak Elo.
  • 3
    Mistral Large 3:Pick Mistral Large 3 as the default general assistant.

Recommended Workload Routing

Repo / coding agentsDeepSeek Coder V2

Higher SWE-bench (60.5%).

High-volume chatDeepSeek Coder V2

Lower output list price ($0.28/1M).

Voice / low-latency UIMistral Large 3

Lower TTFT (190 ms).

Long-document RAGMistral Large 3

Larger window (256k).

Screenshots / visionMistral Large 3

Mistral Large 3 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsDeepSeek Coder V2Higher SWE-bench (60.5%).
High-volume chatDeepSeek Coder V2Lower output list price ($0.28/1M).
Voice / low-latency UIMistral Large 3Lower TTFT (190 ms).
Long-document RAGMistral Large 3Larger window (256k).
Screenshots / visionMistral Large 3Mistral Large 3 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchJan 18, 2026

Mistral Large 3: the European flagship with function calling

Jan 2026. Not the Elo crown. Useful when residency and tools matter more than Arena.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
DeepSeek

DeepSeek Coder V2

Elo 1,365
SWE-bench60.5%
Speed (tok/s)75 tok/s
Input / 1M Tokens$0.14/1M
Output / 1M Tokens$0.28/1M
Mistral

Mistral Large 3

Elo 1,456
SWE-bench55.4%
Speed (tok/s)112 tok/s
Input / 1M Tokens$2/1M
Output / 1M Tokens$6/1M

Frequently Asked Questions

Which is better overall, DeepSeek Coder V2 or Mistral Large 3?
Mistral Large 3 has the higher preference Elo in our latest snapshot (1,456). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, DeepSeek Coder V2 or Mistral Large 3?
DeepSeek Coder V2 leads SWE-bench at 60.5% vs 55.4%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
DeepSeek Coder V2 output tokens are $0.28/1M versus $6/1M. Input prices and retry rates still move the real bill.
Which is faster, DeepSeek Coder V2 or Mistral Large 3?
Mistral Large 3 has the lower time-to-first-token (190 ms vs 290 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Mistral Large 3 accepts 256k tokens versus 128k.
Can I self-host either model?
DeepSeek Coder V2 is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. DeepSeek Coder V2 and Mistral Large 3 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Jan 18, 2026

    Mistral Large 3: the European flagship with function calling

Similar Head-to-Head Comparisons

All DeepSeek Coder V2 matchups →|All Mistral Large 3 matchups →
DeepSeek Coder V2 vs DeepSeek V3 (next deepseek)Mistral Large 3 vs Codestral 25.01 (previous mistral)DeepSeek V4 Flash vs Mistral Large 3DeepSeek V4 Pro vs Mistral Large 3DeepSeek R1 vs DeepSeek Coder V2Codestral 25.01 vs DeepSeek Coder V2