CompareLLM
CompareLLM.ai
Live
Leaderboard
Models
Compare
Best of & Stacks
Research & News
…
CompareLLM
CompareLLM.ai
Precision Benchmarks

Programmatic, dated AI model benchmarks, head-to-head comparisons, and Stack Engine presets.

Daily ingest · 06:00 UTC

Analytics & Benchmarks

  • AI Model Leaderboard
  • Head-to-Head Compare Hub
  • Models Directory
  • Stack Engine Presets
  • Frontier Models
  • Open Weights Catalog

Guides & Intent Lists

  • Best LLM Lists (2026)
  • Best Coding LLM
  • Best Cheap LLM
  • Fastest Low-Latency LLM
  • Claude vs GPT Benchmark
  • What is Elo?
  • Methodology Guides
  • News & Dispatches

Transparency & API

  • Evaluation Methodology
  • Benchmark Changelog
  • Public JSON API
  • llms.txt Specification
  • Privacy Policy
  • Sign In / Account

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

Every score has a dated snapshot.

Theme:
Currency:
  1. Home
  2. Comparisons
  3. Claude 3.5 Haiku vs Claude Sonnet 4

Pairwise benchmark snapshot · Aug 17, 2026

Claude 3.5 Haiku vs Claude Sonnet 4 benchmark

In this head-to-head showdown, Claude Sonnet 4 delivers higher overall intelligence and human-preferred responses (Elo 1,455 vs 1,224), while Claude Sonnet 4 leads in SWE-bench software engineering benchmarks (62.8%), while Claude 3.5 Haiku is more budget-friendly at $4/1M 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 4 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Claude 3.5 Haiku if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
Share Analysis:
WhatsAppTelegramXLinkedInReddit
Anthropic
Claude 3.5 Haiku

Previous cheap Claude. Haiku 4.5 is the current $1/$5 SKU.

Elo 1,224$4/1M out
Anthropic
Claude Sonnet 4

First Sonnet 4 generation. Bridge between 3.5/3.7 and Sonnet 5.

Elo 1,455$15/1M out
Top Rival Showdowns for Claude 3.5 Haiku
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

Claude Sonnet 4

Δ 231 Arena Elo pts

Throughput Leader

Claude 3.5 Haiku

140 tok/s

Value per Dollar Leader

Claude 3.5 Haiku

$4 / 1M output

Capability Percentiles

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

Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageClaude Sonnet 4 4/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

Claude 3.5 Haiku (4)vsClaude Sonnet 4 (6)
Claude 3.5 Haiku: 4W (40%)Overall: Claude Sonnet 4Claude Sonnet 4: 6W (60%)
← Claude 3.5 HaikuClaude Sonnet 4 →
Claude Sonnet 4 (5/5)

Intelligence & Reasoning

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

Preference Elo
1,224vs1,455
Coding Elo
—vs1,468
SWE-bench
36.2%vs62.8%
LiveBench
44.8%vs63.2%
GPQA Diamond
54.1%vs76.4%
Claude 3.5 Haiku: 0WClaude Sonnet 4: 5W
Claude 3.5 Haiku (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
140 tok/svs92 tok/s
Time to first token
110 msvs220 ms
Claude 3.5 Haiku: 2WClaude Sonnet 4: 0W
Claude 3.5 Haiku (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$4/1Mvs$15/1M
Input price
$0.8/1Mvs$3/1M
Context window
200kvs1M
Claude 3.5 Haiku: 2WClaude Sonnet 4: 1W

Side-by-Side Benchmark Matrix

Preference EloClaude Sonnet 4 (+231)
Claude 3.5 Haiku1,224
lmarena · Aug 17, 2026
Claude Sonnet 41,455
lmarena · Aug 17, 2026
Coding Elo
Claude 3.5 Haiku—
Claude Sonnet 41,468
lmarena · Aug 17, 2026
LiveBenchClaude Sonnet 4 (+18.4%)
Claude 3.5 Haiku44.8%
livebench · Aug 17, 2026
Claude Sonnet 463.2%
livebench · Aug 17, 2026
SWE-benchClaude Sonnet 4 (+26.6%)
Claude 3.5 Haiku36.2%
swebench · Aug 17, 2026
Claude Sonnet 462.8%
swebench · Aug 17, 2026
GPQA DiamondClaude Sonnet 4 (+22.3%)
Claude 3.5 Haiku54.1%
seed-bootstrap · Aug 1, 2026
Claude Sonnet 476.4%
seed-bootstrap · Aug 1, 2026
Time to first tokenClaude 3.5 Haiku (+110 ms)
Claude 3.5 Haiku110 ms
seed-bootstrap · Aug 1, 2026
Claude Sonnet 4220 ms
seed-bootstrap · Aug 1, 2026
Output speedClaude 3.5 Haiku (+48 tok/s)
Claude 3.5 Haiku140 tok/s
seed-bootstrap · Aug 1, 2026
Claude Sonnet 492 tok/s
seed-bootstrap · Aug 1, 2026
Input priceClaude 3.5 Haiku (+$2.2/1M)
Claude 3.5 Haiku$0.8/1M
seed-bootstrap · Aug 1, 2026
Claude Sonnet 4$3/1M
openrouter · Aug 17, 2026
Output priceClaude 3.5 Haiku (+$11/1M)
Claude 3.5 Haiku$4/1M
seed-bootstrap · Aug 1, 2026
Claude Sonnet 4$15/1M
openrouter · Aug 17, 2026
Context windowClaude Sonnet 4 (+800k)
Claude 3.5 Haiku200k
seed-bootstrap · Aug 1, 2026
Claude Sonnet 41M
openrouter · Aug 17, 2026
BenchmarkClaude 3.5 HaikuClaude Sonnet 4Advantage Delta
Preference Elo
1,224
lmarena · Aug 17, 2026
1,455
lmarena · Aug 17, 2026
Claude Sonnet 4 (+231)
Coding Elo—
1,468
lmarena · Aug 17, 2026
—
LiveBench
44.8%
livebench · Aug 17, 2026
63.2%
livebench · Aug 17, 2026
Claude Sonnet 4 (+18.4%)
SWE-bench
36.2%
swebench · Aug 17, 2026
62.8%
swebench · Aug 17, 2026
Claude Sonnet 4 (+26.6%)
GPQA Diamond
54.1%
seed-bootstrap · Aug 1, 2026
76.4%
seed-bootstrap · Aug 1, 2026
Claude Sonnet 4 (+22.3%)
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
220 ms
seed-bootstrap · Aug 1, 2026
Claude 3.5 Haiku (+110 ms)
Output speed
140 tok/s
seed-bootstrap · Aug 1, 2026
92 tok/s
seed-bootstrap · Aug 1, 2026
Claude 3.5 Haiku (+48 tok/s)
Input price
$0.8/1M
seed-bootstrap · Aug 1, 2026
$3/1M
openrouter · Aug 17, 2026
Claude 3.5 Haiku (+$2.2/1M)
Output price
$4/1M
seed-bootstrap · Aug 1, 2026
$15/1M
openrouter · Aug 17, 2026
Claude 3.5 Haiku (+$11/1M)
Context window
200k
seed-bootstrap · Aug 1, 2026
1M
openrouter · Aug 17, 2026
Claude Sonnet 4 (+800k)
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 73% with Claude 3.5 Haiku
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude 3.5 Haiku$88.00 / mo
In: $28Out: $60
Claude Sonnet 4$330.00 / mo
In: $105Out: $225
Estimated Cost Delta

Claude 3.5 Haiku is estimated to save $242.00/month ($2,904/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude Sonnet 4:Pick Claude Sonnet 4 when repo-level coding accuracy is the constraint.
  • 2
    Claude 3.5 Haiku:Pick Claude 3.5 Haiku when you are optimizing output cost.
  • 3
    Claude 3.5 Haiku:Pick Claude 3.5 Haiku when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsClaude Sonnet 4

Higher SWE-bench (62.8%).

High-volume chatClaude 3.5 Haiku

Lower output list price ($4/1M).

Voice / low-latency UIClaude 3.5 Haiku

Lower TTFT (110 ms).

Long-document RAGClaude Sonnet 4

Larger window (1M).

Screenshots / visionClaude Sonnet 4

Both accept images. Defaulting to the higher-Elo side (Claude Sonnet 4).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Sonnet 4Higher SWE-bench (62.8%).
High-volume chatClaude 3.5 HaikuLower output list price ($4/1M).
Voice / low-latency UIClaude 3.5 HaikuLower TTFT (110 ms).
Long-document RAGClaude Sonnet 4Larger window (1M).
Screenshots / visionClaude Sonnet 4Both accept images. Defaulting to the higher-Elo side (Claude Sonnet 4).
Community Sentiment

Cast Your Matchup Vote

0 total votes

Community Discussions (0)

Sign in to cast your verified vote, bookmark models, and participate in benchmark discussions.Sign In to Post

No comments posted on this matchup yet. Be the first to share an evaluation note!

Share card

The real PNG is generated at /compare/claude-3-5-haiku-vs-claude-sonnet-4/opengraph-image for crawlers.

PNG

CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Anthropic

Claude 3.5 Haiku

Elo 1,224
LiveBench44.8%
SWE-bench36.2%
Speed140 tok/s
Output cost$4/1M
Anthropic

Claude Sonnet 4

Elo 1,455
LiveBench63.2%
SWE-bench62.8%
Speed92 tok/s
Output cost$15/1M

Frequently Asked Questions

Which is better overall, Claude 3.5 Haiku or Claude Sonnet 4?
Claude Sonnet 4 has the higher preference Elo in our latest snapshot (1,455). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude 3.5 Haiku or Claude Sonnet 4?
Claude Sonnet 4 leads SWE-bench at 62.8% vs 36.2%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Claude 3.5 Haiku output tokens are $4/1M versus $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.5 Haiku or Claude Sonnet 4?
Claude 3.5 Haiku has the lower time-to-first-token (110 ms vs 220 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude Sonnet 4 accepts 1M 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 3.5 Haiku and Claude Sonnet 4 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Claude 3.5 Haiku matchups →|All Claude Sonnet 4 matchups →
Claude 3.5 Haiku vs Claude Haiku 4.5 (next haiku)Claude Sonnet 4 vs Claude 3.7 Sonnet (previous sonnet)Claude Sonnet 4 vs Claude Sonnet 4.5 (next sonnet)Claude Opus 4.5 vs Claude Sonnet 4Claude Opus 4.6 vs Claude Sonnet 4Claude Opus 5 vs Claude Sonnet 4