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  3. Claude Haiku 4.5 vs Claude Sonnet 4.5

Pairwise benchmark snapshot · Aug 16, 2026

Claude Haiku 4.5 vs Claude Sonnet 4.5 benchmark

In this head-to-head showdown, Claude Sonnet 4.5 delivers higher overall intelligence and human-preferred responses (Elo 1,524 vs 1,438), while Claude Sonnet 4.5 leads in SWE-bench software engineering benchmarks (70.1%), while Claude Haiku 4.5 is more budget-friendly at $5/1M 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 4.5 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Claude Haiku 4.5 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

Claude Haiku 4.5 (4)Claude Sonnet 4.5 (5)
Claude Haiku 4.5
4 of 9 Wins
✓Time to first token✓Output speed✓Input price✓Output price
Claude Sonnet 4.5
5 of 9 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond
Anthropic
Leads 4 of 9 metrics
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 1,438$5/1M out
Anthropic
Leads 5 of 9 metrics
Claude Sonnet 4.5

Workhorse Anthropic model: most of Opus coding quality at a mid-tier price.

Sonnet 4.5Elo 1,524$15/1M out

Claude 4 Series Lineage & Sibling Variants

5 models

Currently comparing Claude Haiku 4.5 vs Claude Sonnet 4.5. Alternative family tiers available.

Active: Claude Haiku 4.5
Active: Claude Sonnet 4.5
Claude Opus 4.5$75Claude Opus 4.6$75Claude 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 Sonnet 4.5 Wins

Claude Sonnet 4.5

Δ 86 Arena Elo pts

Throughput LeaderClaude Haiku 4.5 Wins

Claude Haiku 4.5

175 tok/s

Value per Dollar LeaderClaude Haiku 4.5 Wins

Claude Haiku 4.5

$5 / 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 Haiku 4.5 (4)vsClaude Sonnet 4.5 (5)
Claude Haiku 4.5: 4W (44%)Overall: Claude Sonnet 4.5Claude Sonnet 4.5: 5W (56%)
← Claude Haiku 4.51 tiesClaude Sonnet 4.5 →
🏆Claude Sonnet 4.5(5/5)

Intelligence & Reasoning

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

Benchmark
Claude Haiku 4.5vsClaude Sonnet 4.5
Preference Elo
1,438vs1,524+86
Coding Elo
1,446vs1,531+85
SWE-bench
58.2%vs70.1%+11.9%
LiveBench
62.4%vs67.4%+5%
GPQA Diamond
74%vs80.2%+6.2%
Claude Haiku 4.5: 0WClaude Sonnet 4.5: 5W
🏆Claude Haiku 4.5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude Haiku 4.5vsClaude Sonnet 4.5
Output speed
175 tok/svs88 tok/s+87 tok/s
Time to first token
95 msvs240 ms+145 ms
Claude Haiku 4.5: 2WClaude Sonnet 4.5: 0W
🏆Claude Haiku 4.5(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude Haiku 4.5vsClaude Sonnet 4.5
Output price
$5/1Mvs$15/1M+$10/1M
Input price
$1/1Mvs$3/1M+$2/1M
Context window
200kvs200k
Claude Haiku 4.5: 2WClaude Sonnet 4.5: 0W

Side-by-Side Benchmark Matrix

Preference Elo+86
Claude Haiku 4.51,438
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.51,524
seed-bootstrap · Aug 1, 2026
Coding Elo+85
Claude Haiku 4.51,446
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.51,531
seed-bootstrap · Aug 1, 2026
LiveBench+5%
Claude Haiku 4.562.4%
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.567.4%
seed-bootstrap · Aug 1, 2026
SWE-bench+11.9%
Claude Haiku 4.558.2%
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.570.1%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+6.2%
Claude Haiku 4.574%
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.580.2%
seed-bootstrap · Aug 1, 2026
Time to first token+145 ms
Claude Haiku 4.595 ms
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.5240 ms
seed-bootstrap · Aug 1, 2026
Output speed+87 tok/s
Claude Haiku 4.5175 tok/s
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.588 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$2/1M
Claude Haiku 4.5$1/1M
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.5$3/1M
seed-bootstrap · Aug 1, 2026
Output price+$10/1M
Claude Haiku 4.5$5/1M
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.5$15/1M
seed-bootstrap · Aug 1, 2026
Context window
Claude Haiku 4.5200k
seed-bootstrap · Aug 16, 2026
Claude Sonnet 4.5200k
seed-bootstrap · Aug 1, 2026
BenchmarkClaude Haiku 4.5Claude Sonnet 4.5Advantage Delta
Preference Elo
1,438
seed-bootstrap · Aug 16, 2026
1,524
seed-bootstrap · Aug 1, 2026
+86
Coding Elo
1,446
seed-bootstrap · Aug 16, 2026
1,531
seed-bootstrap · Aug 1, 2026
+85
LiveBench
62.4%
seed-bootstrap · Aug 16, 2026
67.4%
seed-bootstrap · Aug 1, 2026
+5%
SWE-bench
58.2%
seed-bootstrap · Aug 16, 2026
70.1%
seed-bootstrap · Aug 1, 2026
+11.9%
GPQA Diamond
74%
seed-bootstrap · Aug 16, 2026
80.2%
seed-bootstrap · Aug 1, 2026
+6.2%
Time to first token
95 ms
seed-bootstrap · Aug 16, 2026
240 ms
seed-bootstrap · Aug 1, 2026
+145 ms
Output speed
175 tok/s
seed-bootstrap · Aug 16, 2026
88 tok/s
seed-bootstrap · Aug 1, 2026
+87 tok/s
Input price
$1/1M
seed-bootstrap · Aug 16, 2026
$3/1M
seed-bootstrap · Aug 1, 2026
+$2/1M
Output price
$5/1M
seed-bootstrap · Aug 16, 2026
$15/1M
seed-bootstrap · Aug 1, 2026
+$10/1M
Context window
200k
seed-bootstrap · Aug 16, 2026
200k
seed-bootstrap · Aug 1, 2026
—
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 67% with Claude Haiku 4.5
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
Claude Sonnet 4.5$330.00 / mo
In: $105Out: $225
Estimated Cost Delta

Claude Haiku 4.5 is estimated to save $220.00/month ($2,640/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude Sonnet 4.5:Pick Claude Sonnet 4.5 when repo-level coding accuracy is the constraint.
  • 2
    Claude Haiku 4.5:Pick Claude Haiku 4.5 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 Sonnet 4.5

Higher SWE-bench (70.1%).

High-volume chatClaude Haiku 4.5

Lower output list price ($5/1M).

Voice / low-latency UIClaude Haiku 4.5

Lower TTFT (95 ms).

Long-document RAGClaude Haiku 4.5

Larger window (200k).

Screenshots / visionClaude Sonnet 4.5

Both accept images. Defaulting to the higher-Elo side (Claude Sonnet 4.5).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Sonnet 4.5Higher SWE-bench (70.1%).
High-volume chatClaude Haiku 4.5Lower output list price ($5/1M).
Voice / low-latency UIClaude Haiku 4.5Lower TTFT (95 ms).
Long-document RAGClaude Haiku 4.5Larger window (200k).
Screenshots / visionClaude Sonnet 4.5Both accept images. Defaulting to the higher-Elo side (Claude Sonnet 4.5).

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.

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.

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.

Community Sentiment

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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
Anthropic

Claude Sonnet 4.5

Elo 1,524
SWE-bench70.1%
Speed (tok/s)88 tok/s
Input / 1M Tokens$3/1M
Output / 1M Tokens$15/1M

Frequently Asked Questions

Which is better overall, Claude Haiku 4.5 or Claude Sonnet 4.5?
Claude Sonnet 4.5 has the higher preference Elo in our latest snapshot (1,524). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Haiku 4.5 or Claude Sonnet 4.5?
Claude Sonnet 4.5 leads SWE-bench at 70.1% vs 58.2%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Claude Haiku 4.5 output tokens are $5/1M versus $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Haiku 4.5 or Claude Sonnet 4.5?
Claude Haiku 4.5 has the lower time-to-first-token (95 ms vs 240 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude Haiku 4.5 accepts 200k 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 Claude Sonnet 4.5 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 · Feb 18, 2026

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

  • launch · Oct 22, 2025

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

Similar Head-to-Head Comparisons

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