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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 Haiku 4.5 vs Codestral 25.01

Pairwise benchmark snapshot · Aug 17, 2026

Claude Haiku 4.5 vs Codestral 25.01 benchmark

In this head-to-head showdown, Claude Haiku 4.5 delivers higher overall intelligence and human-preferred responses (Elo 1,438 vs 1,320), while Claude Haiku 4.5 leads in SWE-bench software engineering benchmarks (58.2%), while Codestral 25.01 is more budget-friendly at $0.9/1M per 1M output tokens, while Claude Haiku 4.5 provides faster response streaming (175 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Claude Haiku 4.5 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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Executive Verdict Summary

Claude Haiku 4.5 holds empirical advantage (7 of 10 metrics)

Coding / SWESWE-bench
Claude Haiku 4.5Top code solve rate
ReasoningGPQA / Live
Claude Haiku 4.5Top logical accuracy
Best Value$/1M Tok
Codestral 25.01Lowest API billing cost
Speed / TokTok/Sec
Claude Haiku 4.5Fastest stream rate

Verified Advantage Breakdown

10 benchmarks evaluated across capability, speed, and cost

Claude Haiku 4.5 (7)Codestral 25.01 (3)
Claude Haiku 4.5
7 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Time to first token✓Output speed
Codestral 25.01
3 of 10 Wins
✓Input price✓Output price✓Context window
Anthropic
Leads 7 of 10
Claude Haiku 4.5

Anthropic cheap/fast Claude SKU. Official Claude Platform list price $1/$5 per 1M tokens (Anthropic Haiku page).

Haiku 4.5Elo 1,438In: $1 · Out: $5/1M
Mistral
Leads 3 of 10
Codestral 25.01

Mistral code-specialist model.

CodestralElo 1,320In: $0.3 · Out: $0.9/1M

Claude 4 Series Lineage & Sibling Variants

5 models

Currently comparing Claude Haiku 4.5 vs Codestral 25.01. Alternative family tiers available.

Active: Claude Haiku 4.5
Claude Opus 4.5$25Claude Opus 4.6$25Claude Sonnet 4.5$15Claude Opus 4.8$25
Top Rival Showdowns for Claude Haiku 4.5
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderClaude Haiku 4.5 Wins

Claude Haiku 4.5

Δ 118 Arena Elo pts

Throughput LeaderClaude Haiku 4.5 Wins

Claude Haiku 4.5

175 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 standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

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

Claude Haiku 4.5 (7)vsCodestral 25.01 (3)
Claude Haiku 4.5: 7W (70%)Overall: Claude Haiku 4.5Codestral 25.01: 3W (30%)
← Claude Haiku 4.5Codestral 25.01 →
🏆Claude Haiku 4.5 Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Claude Haiku 4.5vsCodestral 25.01
Preference Elo
1,438vs1,320+118
Coding Elo
1,446vs1,402+44
SWE-bench
58.2%vs51.8%+6.4%
LiveBench
62.4%vs54%+8.4%
GPQA Diamond
74%vs58.4%+15.6%
Claude Haiku 4.5: 5WCodestral 25.01: 0W
🏆Claude Haiku 4.5 Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude Haiku 4.5vsCodestral 25.01
Output speed
175 tok/svs148 tok/s+27 tok/s
Time to first token
95 msvs150 ms+55 ms
Claude Haiku 4.5: 2WCodestral 25.01: 0W
🏆Codestral 25.01 Leads(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude Haiku 4.5vsCodestral 25.01
Output price
$5/1Mvs$0.9/1M+$4.1/1M
Input price
$1/1Mvs$0.3/1M+$0.7/1M
Context window
200kvs256k+56k
Claude Haiku 4.5: 0WCodestral 25.01: 3W

Side-by-Side Benchmark Matrix

Claude Haiku 4.5Codestral 25.01
Preference EloClaude Haiku 4.5 +118
Claude Haiku 4.51,438
Codestral 25.011,320
Coding EloClaude Haiku 4.5 +44
Claude Haiku 4.51,446
Codestral 25.011,402
LiveBenchClaude Haiku 4.5 +8.4%
Claude Haiku 4.562.4%
Codestral 25.0154%
SWE-benchClaude Haiku 4.5 +6.4%
Claude Haiku 4.558.2%
Codestral 25.0151.8%
GPQA DiamondClaude Haiku 4.5 +15.6%
Claude Haiku 4.574%
Codestral 25.0158.4%
Time to first tokenClaude Haiku 4.5 +55 ms
Claude Haiku 4.595 ms
Codestral 25.01150 ms
Output speedClaude Haiku 4.5 +27 tok/s
Claude Haiku 4.5175 tok/s
Codestral 25.01148 tok/s
Input priceCodestral 25.01 +$0.7/1M
Claude Haiku 4.5$1/1M
Codestral 25.01$0.3/1M
Output priceCodestral 25.01 +$4.1/1M
Claude Haiku 4.5$5/1M
Codestral 25.01$0.9/1M
Context windowCodestral 25.01 +56k
Claude Haiku 4.5200k
Codestral 25.01256k
BenchmarkClaude Haiku 4.5Codestral 25.01Advantage Delta
Preference Elo
1,438
lmarena · Aug 16, 2026
1,320
lmarena · Aug 17, 2026
+118
Coding Elo
1,446
lmarena · Aug 16, 2026
1,402
lmarena · Aug 17, 2026
+44
LiveBench
62.4%
livebench · Aug 16, 2026
54%
livebench · Aug 17, 2026
+8.4%
SWE-bench
58.2%
swebench · Aug 16, 2026
51.8%
swebench · Aug 17, 2026
+6.4%
GPQA Diamond
74%
seed-bootstrap · Aug 16, 2026
58.4%
seed-bootstrap · Aug 1, 2026
+15.6%
Time to first token
95 ms
seed-bootstrap · Aug 16, 2026
150 ms
seed-bootstrap · Aug 1, 2026
+55 ms
Output speed
175 tok/s
seed-bootstrap · Aug 16, 2026
148 tok/s
seed-bootstrap · Aug 1, 2026
+27 tok/s
Input price
$1/1M
openrouter · Aug 17, 2026
$0.3/1M
seed-bootstrap · Aug 1, 2026
+$0.7/1M
Output price
$5/1M
openrouter · Aug 17, 2026
$0.9/1M
seed-bootstrap · Aug 1, 2026
+$4.1/1M
Context window
200k
openrouter · Aug 17, 2026
256k
seed-bootstrap · Aug 1, 2026
+56k

Workload Cost & Savings Calculator

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

Save 78% 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 Haiku 4.5$110.00 / mo
In: $35Out: $75
Codestral 25.01$24.00 / mo
In: $10.5Out: $13.5
Estimated Cost Delta

Codestral 25.01 is estimated to save $86.00/month ($1,032/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude Haiku 4.5:Pick Claude Haiku 4.5 when repo-level coding accuracy is the constraint.
  • 2
    Codestral 25.01:Pick Codestral 25.01 when you are optimizing output cost.
  • 3
    Claude Haiku 4.5:Pick Claude Haiku 4.5 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsClaude Haiku 4.5

Higher SWE-bench (58.2%).

High-volume chatCodestral 25.01

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

Voice / low-latency UIClaude Haiku 4.5

Lower TTFT (95 ms).

Long-document RAGCodestral 25.01

Larger window (256k).

Screenshots / visionClaude Haiku 4.5

Claude Haiku 4.5 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Haiku 4.5Higher SWE-bench (58.2%).
High-volume chatCodestral 25.01Lower output list price ($0.9/1M).
Voice / low-latency UIClaude Haiku 4.5Lower TTFT (95 ms).
Long-document RAGCodestral 25.01Larger window (256k).
Screenshots / visionClaude Haiku 4.5Claude Haiku 4.5 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
compareAug 16, 2026

Haiku 4.5 vs Llama 4 Scout: cheap Claude versus cheap open Llama

$1/$5 hosted Claude vs a cheap long-context open sibling. The alternative-to-Sonnet pair that is honest.

launchApr 8, 2026

Llama 4 Scout: long-context open sibling of Maverick

Huge window, cheap hosted lists. The Haiku alternative that is actually open-weight.

launchOct 22, 2025

Claude Haiku 4.5 at $1/$5: the cheap Claude people actually ship

Official Anthropic list $1/$5. This is the SKU behind “cheapest Claude alternative” that is still Claude.

launchJan 14, 2025

Codestral 25.01: Mistral’s code-specialist row

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

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude Haiku 4.5

Elo 1,438
SWE-bench58.2%
Speed (tok/s)175 tok/s
Input / 1M Tokens$1/1M
Output / 1M Tokens$5/1M
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 Haiku 4.5 or Codestral 25.01?
Claude Haiku 4.5 has the higher preference Elo in our latest snapshot (1,438). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Haiku 4.5 or Codestral 25.01?
Claude Haiku 4.5 leads SWE-bench at 58.2% 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 $5/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Haiku 4.5 or Codestral 25.01?
Claude Haiku 4.5 has the lower time-to-first-token (95 ms vs 150 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Codestral 25.01 accepts 256k tokens versus 200k.
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 Haiku 4.5 and Codestral 25.01 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 16, 2026

    Haiku 4.5 vs Llama 4 Scout: cheap Claude versus cheap open Llama

  • launch · Apr 8, 2026

    Llama 4 Scout: long-context open sibling of Maverick

  • launch · Oct 22, 2025

    Claude Haiku 4.5 at $1/$5: the cheap Claude people actually ship

  • launch · Jan 14, 2025

    Codestral 25.01: Mistral’s code-specialist row

Similar Head-to-Head Comparisons

All Claude Haiku 4.5 matchups →|All Codestral 25.01 matchups →
Claude Haiku 4.5 vs Claude 3.5 Haiku (previous haiku)Codestral 25.01 vs Mistral Large 3 (next mistral)Mistral Large 3 vs Claude Haiku 4.5Claude Sonnet 4.5 vs Claude Haiku 4.5Claude Sonnet 5 vs Claude Haiku 4.5Claude Opus 4.5 vs Claude Haiku 4.5