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Precision Benchmarks

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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  3. Claude Sonnet 5 vs Codestral 25.01

Pairwise benchmark snapshot · Aug 16, 2026

Claude Sonnet 5 vs Codestral 25.01 benchmark

In this head-to-head showdown, Claude Sonnet 5 delivers higher overall intelligence and human-preferred responses (Elo 1,556 vs 1,320), while Claude Sonnet 5 leads in SWE-bench software engineering benchmarks (73.8%), while Codestral 25.01 is more budget-friendly at $0.9/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Claude Sonnet 5 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Codestral 25.01 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

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

Claude Sonnet 5 (6)Codestral 25.01 (4)
Claude Sonnet 5
6 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Context window
Codestral 25.01
4 of 10 Wins
✓Time to first token✓Output speed✓Input price✓Output price
Anthropic
Leads 6 of 10 metrics
Claude Sonnet 5

Anthropic workhorse. Official $2/$10 per 1M tokens made permanent on Aug 10 2026.

Sonnet 5Elo 1,556$10/1M out
Mistral
Leads 4 of 10 metrics
Codestral 25.01

Mistral code-specialist model.

CodestralElo 1,320$0.9/1M out

Claude 5 Series Lineage & Sibling Variants

3 models

Currently comparing Claude Sonnet 5 vs Codestral 25.01. Alternative family tiers available.

Active: Claude Sonnet 5
Claude Opus 5$25Claude Fable 5$50
Top Rival Showdowns for Claude Sonnet 5
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderClaude Sonnet 5 Wins

Claude Sonnet 5

Δ 236 Arena Elo pts

Throughput LeaderCodestral 25.01 Wins

Codestral 25.01

148 tok/s

Value per Dollar LeaderCodestral 25.01 Wins

Codestral 25.01

$0.9 / 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.

Claude Sonnet 5 (6)vsCodestral 25.01 (4)
Claude Sonnet 5: 6W (60%)Overall: Claude Sonnet 5Codestral 25.01: 4W (40%)
← Claude Sonnet 5Codestral 25.01 →
🏆Claude Sonnet 5(5/5)

Intelligence & Reasoning

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

Benchmark
Claude Sonnet 5vsCodestral 25.01
Preference Elo
1,556vs1,320+236
Coding Elo
1,562vs1,402+160
SWE-bench
73.8%vs51.8%+22%
LiveBench
70.4%vs54%+16.4%
GPQA Diamond
82.8%vs58.4%+24.4%
Claude Sonnet 5: 5WCodestral 25.01: 0W
🏆Codestral 25.01(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude Sonnet 5vsCodestral 25.01
Output speed
118 tok/svs148 tok/s+30 tok/s
Time to first token
175 msvs150 ms+25 ms
Claude Sonnet 5: 0WCodestral 25.01: 2W
🏆Codestral 25.01(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude Sonnet 5vsCodestral 25.01
Output price
$10/1Mvs$0.9/1M+$9.1/1M
Input price
$2/1Mvs$0.3/1M+$1.7/1M
Context window
1Mvs256k+744k
Claude Sonnet 5: 1WCodestral 25.01: 2W

Side-by-Side Benchmark Matrix

Preference Elo+236
Claude Sonnet 51,556
seed-bootstrap · Aug 16, 2026
Codestral 25.011,320
seed-bootstrap · Aug 1, 2026
Coding Elo+160
Claude Sonnet 51,562
seed-bootstrap · Aug 16, 2026
Codestral 25.011,402
seed-bootstrap · Aug 1, 2026
LiveBench+16.4%
Claude Sonnet 570.4%
seed-bootstrap · Aug 16, 2026
Codestral 25.0154%
seed-bootstrap · Aug 1, 2026
SWE-bench+22%
Claude Sonnet 573.8%
seed-bootstrap · Aug 16, 2026
Codestral 25.0151.8%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+24.4%
Claude Sonnet 582.8%
seed-bootstrap · Aug 16, 2026
Codestral 25.0158.4%
seed-bootstrap · Aug 1, 2026
Time to first token+25 ms
Claude Sonnet 5175 ms
seed-bootstrap · Aug 16, 2026
Codestral 25.01150 ms
seed-bootstrap · Aug 1, 2026
Output speed+30 tok/s
Claude Sonnet 5118 tok/s
seed-bootstrap · Aug 16, 2026
Codestral 25.01148 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$1.7/1M
Claude Sonnet 5$2/1M
seed-bootstrap · Aug 16, 2026
Codestral 25.01$0.3/1M
seed-bootstrap · Aug 1, 2026
Output price+$9.1/1M
Claude Sonnet 5$10/1M
seed-bootstrap · Aug 16, 2026
Codestral 25.01$0.9/1M
seed-bootstrap · Aug 1, 2026
Context window+744k
Claude Sonnet 51M
seed-bootstrap · Aug 16, 2026
Codestral 25.01256k
seed-bootstrap · Aug 1, 2026
BenchmarkClaude Sonnet 5Codestral 25.01Advantage Delta
Preference Elo
1,556
seed-bootstrap · Aug 16, 2026
1,320
seed-bootstrap · Aug 1, 2026
+236
Coding Elo
1,562
seed-bootstrap · Aug 16, 2026
1,402
seed-bootstrap · Aug 1, 2026
+160
LiveBench
70.4%
seed-bootstrap · Aug 16, 2026
54%
seed-bootstrap · Aug 1, 2026
+16.4%
SWE-bench
73.8%
seed-bootstrap · Aug 16, 2026
51.8%
seed-bootstrap · Aug 1, 2026
+22%
GPQA Diamond
82.8%
seed-bootstrap · Aug 16, 2026
58.4%
seed-bootstrap · Aug 1, 2026
+24.4%
Time to first token
175 ms
seed-bootstrap · Aug 16, 2026
150 ms
seed-bootstrap · Aug 1, 2026
+25 ms
Output speed
118 tok/s
seed-bootstrap · Aug 16, 2026
148 tok/s
seed-bootstrap · Aug 1, 2026
+30 tok/s
Input price
$2/1M
seed-bootstrap · Aug 16, 2026
$0.3/1M
seed-bootstrap · Aug 1, 2026
+$1.7/1M
Output price
$10/1M
seed-bootstrap · Aug 16, 2026
$0.9/1M
seed-bootstrap · Aug 1, 2026
+$9.1/1M
Context window
1M
seed-bootstrap · Aug 16, 2026
256k
seed-bootstrap · Aug 1, 2026
+744k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 89% with Codestral 25.01
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude Sonnet 5$220.00 / mo
In: $70Out: $150
Codestral 25.01$24.00 / mo
In: $10.5Out: $13.5
Estimated Cost Delta

Codestral 25.01 is estimated to save $196.00/month ($2,352/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude Sonnet 5:Pick Claude Sonnet 5 when repo-level coding accuracy is the constraint.
  • 2
    Codestral 25.01:Pick Codestral 25.01 when you are optimizing output cost.
  • 3
    Codestral 25.01:Pick Codestral 25.01 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsClaude Sonnet 5

Higher SWE-bench (73.8%).

High-volume chatCodestral 25.01

Lower output list price ($0.9/1M).

Voice / low-latency UICodestral 25.01

Lower TTFT (150 ms).

Long-document RAGClaude Sonnet 5

Larger window (1M).

Screenshots / visionClaude Sonnet 5

Claude Sonnet 5 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Sonnet 5Higher SWE-bench (73.8%).
High-volume chatCodestral 25.01Lower output list price ($0.9/1M).
Voice / low-latency UICodestral 25.01Lower TTFT (150 ms).
Long-document RAGClaude Sonnet 5Larger window (1M).
Screenshots / visionClaude Sonnet 5Claude Sonnet 5 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
compareAug 10, 2026

Sonnet vs Opus in 2026: same family, different invoice

Usually Sonnet 5 vs Opus 5. Coding delta versus output $/1M. The workhorse question.

priceAug 10, 2026

Claude Sonnet 5 at $2/$10: the 2026 Anthropic workhorse

Aug 10 2026 made the $2/$10 list permanent. Sonnet is the default Claude unless the repo is actually on fire.

launchFeb 18, 2026

Claude Sonnet 4.5 is the previous workhorse — still a valid vs baseline

Most of Opus 4.5 coding at a mid-tier price. Sonnet 5 replaced it as the buy; 4.5 remains a compare baseline.

launchJan 14, 2025

Codestral 25.01: Mistral’s code-specialist row

Jan 2025 code model. Still a valid cheap-coding compare. Not a chatbot.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude Sonnet 5

Elo 1,556
SWE-bench73.8%
Speed (tok/s)118 tok/s
Input / 1M Tokens$2/1M
Output / 1M Tokens$10/1M
Mistral

Codestral 25.01

Elo 1,320
SWE-bench51.8%
Speed (tok/s)148 tok/s
Input / 1M Tokens$0.3/1M
Output / 1M Tokens$0.9/1M

Frequently Asked Questions

Which is better overall, Claude Sonnet 5 or Codestral 25.01?
Claude Sonnet 5 has the higher preference Elo in our latest snapshot (1,556). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Sonnet 5 or Codestral 25.01?
Claude Sonnet 5 leads SWE-bench at 73.8% vs 51.8%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Codestral 25.01 output tokens are $0.9/1M versus $10/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Sonnet 5 or Codestral 25.01?
Codestral 25.01 has the lower time-to-first-token (150 ms vs 175 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude Sonnet 5 accepts 1M tokens versus 256k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
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. Claude Sonnet 5 and Codestral 25.01 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 10, 2026

    Sonnet vs Opus in 2026: same family, different invoice

  • price · Aug 10, 2026

    Claude Sonnet 5 at $2/$10: the 2026 Anthropic workhorse

  • launch · Feb 18, 2026

    Claude Sonnet 4.5 is the previous workhorse — still a valid vs baseline

  • launch · Jan 14, 2025

    Codestral 25.01: Mistral’s code-specialist row

Similar Head-to-Head Comparisons

All Claude Sonnet 5 matchups →|All Codestral 25.01 matchups →
Claude Sonnet 5 vs Claude Sonnet 4.5 (previous sonnet)Codestral 25.01 vs Mistral Large 3 (next mistral)Claude Opus 4.5 vs Claude Sonnet 5Claude Opus 4.6 vs Claude Sonnet 5Claude Opus 4.8 vs Claude Sonnet 5Claude Fable 5 vs Claude Sonnet 5