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  3. Claude Haiku 4.5 vs GPT-4 Turbo

Pairwise benchmark snapshot · Aug 16, 2026

Claude Haiku 4.5 vs GPT-4 Turbo benchmark

In this head-to-head showdown, Claude Haiku 4.5 delivers higher overall intelligence and human-preferred responses (Elo 1,438 vs 1,255), while Claude Haiku 4.5 leads in SWE-bench software engineering benchmarks (58.2%), 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: Claude Haiku 4.5 holds the advantage over GPT-4 Turbo in overall benchmark performance and human evaluation rankings. Choose Claude Haiku 4.5 for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
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Verified Head-to-Head Advantage Breakdown

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

Claude Haiku 4.5 (9)GPT-4 Turbo (0)
Claude Haiku 4.5
9 of 9 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Time to first token✓Output speed✓Input price✓Output price✓Context window
GPT-4 Turbo
0 of 9 Wins
Competitive baseline across remaining benchmarks
Anthropic
Leads 9 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
OpenAI
GPT-4 Turbo

GPT-4 Turbo 128k. Historical flagship for gpt-4 turbo vs gpt-4o / gpt-5.

Elo 1,255$30/1M out

Claude 4 Series Lineage & Sibling Variants

5 models

Currently comparing Claude Haiku 4.5 vs GPT-4 Turbo. Alternative family tiers available.

Active: Claude Haiku 4.5
Claude Opus 4.5$75Claude Opus 4.6$75Claude 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 183 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 (10)vsGPT-4 Turbo (0)
Claude Haiku 4.5: 10W (100%)Overall: Claude Haiku 4.5GPT-4 Turbo: 0W (0%)
← Claude Haiku 4.5GPT-4 Turbo →
🏆Claude Haiku 4.5(5/5)

Intelligence & Reasoning

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

Benchmark
Claude Haiku 4.5vsGPT-4 Turbo
Preference Elo
1,438vs1,255+183
Coding Elo
1,446vs—
SWE-bench
58.2%vs33.2%+25%
LiveBench
62.4%vs47%+15.4%
GPQA Diamond
74%vs48%+26%
Claude Haiku 4.5: 5WGPT-4 Turbo: 0W
🏆Claude Haiku 4.5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude Haiku 4.5vsGPT-4 Turbo
Output speed
175 tok/svs55 tok/s+120 tok/s
Time to first token
95 msvs350 ms+255 ms
Claude Haiku 4.5: 2WGPT-4 Turbo: 0W
🏆Claude Haiku 4.5(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude Haiku 4.5vsGPT-4 Turbo
Output price
$5/1Mvs$30/1M+$25/1M
Input price
$1/1Mvs$10/1M+$9/1M
Context window
200kvs128k+72k
Claude Haiku 4.5: 3WGPT-4 Turbo: 0W

Side-by-Side Benchmark Matrix

Preference Elo+183
Claude Haiku 4.51,438
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo1,255
seed-bootstrap · Aug 1, 2026
Coding Elo
Claude Haiku 4.51,446
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo—
LiveBench+15.4%
Claude Haiku 4.562.4%
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo47%
seed-bootstrap · Aug 1, 2026
SWE-bench+25%
Claude Haiku 4.558.2%
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo33.2%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+26%
Claude Haiku 4.574%
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo48%
seed-bootstrap · Aug 1, 2026
Time to first token+255 ms
Claude Haiku 4.595 ms
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo350 ms
seed-bootstrap · Aug 1, 2026
Output speed+120 tok/s
Claude Haiku 4.5175 tok/s
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo55 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$9/1M
Claude Haiku 4.5$1/1M
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo$10/1M
seed-bootstrap · Aug 1, 2026
Output price+$25/1M
Claude Haiku 4.5$5/1M
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo$30/1M
seed-bootstrap · Aug 1, 2026
Context window+72k
Claude Haiku 4.5200k
seed-bootstrap · Aug 16, 2026
GPT-4 Turbo128k
seed-bootstrap · Aug 1, 2026
BenchmarkClaude Haiku 4.5GPT-4 TurboAdvantage Delta
Preference Elo
1,438
seed-bootstrap · Aug 16, 2026
1,255
seed-bootstrap · Aug 1, 2026
+183
Coding Elo
1,446
seed-bootstrap · Aug 16, 2026
——
LiveBench
62.4%
seed-bootstrap · Aug 16, 2026
47%
seed-bootstrap · Aug 1, 2026
+15.4%
SWE-bench
58.2%
seed-bootstrap · Aug 16, 2026
33.2%
seed-bootstrap · Aug 1, 2026
+25%
GPQA Diamond
74%
seed-bootstrap · Aug 16, 2026
48%
seed-bootstrap · Aug 1, 2026
+26%
Time to first token
95 ms
seed-bootstrap · Aug 16, 2026
350 ms
seed-bootstrap · Aug 1, 2026
+255 ms
Output speed
175 tok/s
seed-bootstrap · Aug 16, 2026
55 tok/s
seed-bootstrap · Aug 1, 2026
+120 tok/s
Input price
$1/1M
seed-bootstrap · Aug 16, 2026
$10/1M
seed-bootstrap · Aug 1, 2026
+$9/1M
Output price
$5/1M
seed-bootstrap · Aug 16, 2026
$30/1M
seed-bootstrap · Aug 1, 2026
+$25/1M
Context window
200k
seed-bootstrap · Aug 16, 2026
128k
seed-bootstrap · Aug 1, 2026
+72k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 86% 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
GPT-4 Turbo$800.00 / mo
In: $350Out: $450
Estimated Cost Delta

Claude Haiku 4.5 is estimated to save $690.00/month ($8,280/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
    Claude Haiku 4.5:Pick Claude Haiku 4.5 when time-to-first-token matters more than peak Elo.
  • 3
    Claude Haiku 4.5:Pick Claude Haiku 4.5 as the default general assistant.

Recommended Workload Routing

Repo / coding agentsClaude Haiku 4.5

Higher SWE-bench (58.2%).

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 Haiku 4.5

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

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Haiku 4.5Higher SWE-bench (58.2%).
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 Haiku 4.5Both accept images. Defaulting to the higher-Elo side (Claude Haiku 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.

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
OpenAI

GPT-4 Turbo

Elo 1,255
SWE-bench33.2%
Speed (tok/s)55 tok/s
Input / 1M Tokens$10/1M
Output / 1M Tokens$30/1M

Frequently Asked Questions

Which is better overall, Claude Haiku 4.5 or GPT-4 Turbo?
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 GPT-4 Turbo?
Claude Haiku 4.5 leads SWE-bench at 58.2% vs 33.2%. 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 $30/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Haiku 4.5 or GPT-4 Turbo?
Claude Haiku 4.5 has the lower time-to-first-token (95 ms vs 350 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 128k.
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 GPT-4 Turbo 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

Similar Head-to-Head Comparisons

All Claude Haiku 4.5 matchups →|All GPT-4 Turbo matchups →
Claude Haiku 4.5 vs Claude 3.5 Haiku (previous haiku)GPT-4 Turbo vs GPT-4o (next gpt-flagship)Claude Sonnet 4.5 vs Claude Haiku 4.5GPT-4.5 Orion vs Claude Haiku 4.5GPT-5.6 Terra vs Claude Haiku 4.5Claude Sonnet 5 vs Claude Haiku 4.5