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  3. Claude Haiku 4.5 vs GPT-4.5 Orion

Pairwise benchmark snapshot · Aug 16, 2026

Claude Haiku 4.5 vs GPT-4.5 Orion benchmark

This page compares Claude Haiku 4.5 (Anthropic) and GPT-4.5 Orion (OpenAI) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, GPT-4.5 Orion is ahead by 102 points (1,540 vs 1,438; seed-bootstrap (Aug 1, 2026)). On SWE-bench coding, GPT-4.5 Orion resolves 71% versus 58.2% (seed-bootstrap (Aug 1, 2026)). Claude Haiku 4.5 streams faster (175 tok/s) while Claude Haiku 4.5 is the cheaper output token ($5/1M). Claude Haiku 4.5 has the larger context window (200k tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

Quick answer

Claude Haiku 4.5 vs GPT-4.5 Orion is a dated snapshot, not a lab score. GPT-4.5 Orion leads preference Elo (1,540 vs 1,438). GPT-4.5 Orion leads SWE-bench coding. Claude Haiku 4.5 is the cheaper output token. Elo is crowd preference, not an exam. Pick the column that matches the job.
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Anthropic

Claude Haiku 4.5

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

Elo 1,438$5/1M out

OpenAI

GPT-4.5 Orion

OpenAI largest dense non-reasoning model with expansive world knowledge and reduced hallucinations.

Elo 1,540$150/1M out

Swap or Add Any Model to this Matchup

Instant pairwise benchmark recalculation across 400+ LLMs

Model A
Model B
Quick vs:vs Claude Opus 4.5vs Claude Opus 4.6vs Claude Sonnet 4.5vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Claude Haiku 4.5 (5)vsGPT-4.5 Orion (5)
Claude Haiku 4.5: 5W (50%)Overall: Even matchupGPT-4.5 Orion: 5W (50%)
← Claude Haiku 4.5GPT-4.5 Orion →
GPT-4.5 Orion (5/5)

Intelligence & Reasoning

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

Preference Elo
1,438vs1,540
Coding Elo
1,446vs1,520
SWE-bench
58.2%vs71%
LiveBench
62.4%vs68.5%
GPQA Diamond
74%vs84%
Claude Haiku 4.5: 0WGPT-4.5 Orion: 5W
Claude Haiku 4.5 (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
175 tok/svs60 tok/s
Time to first token
95 msvs350 ms
Claude Haiku 4.5: 2WGPT-4.5 Orion: 0W
Claude Haiku 4.5 (3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$5/1Mvs$150/1M
Input price
$1/1Mvs$75/1M
Context window
200kvs128k
Claude Haiku 4.5: 3WGPT-4.5 Orion: 0W
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 AdvantageEven 3–3
Preference Elo

GPT-4.5 Orion

102 pts advantage

Throughput Speed

Claude Haiku 4.5

115 tok/s faster

Price Efficiency

Claude Haiku 4.5

$145.00/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
1,438
EloHigh is better
1,540+7%
Code Elo
High is better
1,446
Code EloHigh is better
1,520+5%
LiveBench
High is better
62.4%
LiveBenchHigh is better
68.5%+10%
SWE-bench
High is better
58.2%
SWE-benchHigh is better
71%+22%
GPQA
High is better
74%
GPQAHigh is better
84%+14%
TTFT
Low is better
+268%95 ms
TTFTLow is better
350 ms
Speed
High is better
+192%175 tok/s
SpeedHigh is better
60 tok/s
In $
Low is better
+7400%$1/1M
In $Low is better
$75/1M
Out $
Low is better
+2900%$5/1M
Out $Low is better
$150/1M
Context
High is better
+56%200k
ContextHigh is better
128k
Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 98% 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: $35.00Out: $75.00
GPT-4.5 Orion$4,875.00 / mo
In: $2625.00Out: $2250.00
Estimated Cost Delta

Claude Haiku 4.5 is estimated to save $4,765.00/month ($57,180/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    GPT-4.5 Orion:Pick GPT-4.5 Orion 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 agentsGPT-4.5 Orion

Higher SWE-bench (71%).

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 / visionGPT-4.5 Orion

Both accept images. Defaulting to the higher-Elo side (GPT-4.5 Orion).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGPT-4.5 OrionHigher SWE-bench (71%).
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 / visionGPT-4.5 OrionBoth accept images. Defaulting to the higher-Elo side (GPT-4.5 Orion).

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.

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Anthropic

Claude Haiku 4.5

Elo 1,438
LiveBench62.4%
SWE-bench58.2%
Speed175 tok/s
Output cost$5/1M
OpenAI

GPT-4.5 Orion

Elo 1,540
LiveBench68.5%
SWE-bench71%
Speed60 tok/s
Output cost$150/1M

Frequently Asked Questions

Which is better overall, Claude Haiku 4.5 or GPT-4.5 Orion?
GPT-4.5 Orion has the higher preference Elo in our latest snapshot (1,540). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Haiku 4.5 or GPT-4.5 Orion?
GPT-4.5 Orion leads SWE-bench at 71% 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 $150/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Haiku 4.5 or GPT-4.5 Orion?
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-4.5 Orion 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-4.5 Orion matchups →
Claude Haiku 4.5 vs Claude 3.5 Haiku (previous haiku)GPT-4.5 Orion vs OpenAI: o1 (previous gpt-flagship)GPT-4.5 Orion vs GPT-5 (next gpt-flagship)Claude Sonnet 4.5 vs GPT-4.5 OrionGPT-5.6 Terra vs GPT-4.5 OrionClaude Sonnet 5 vs GPT-4.5 Orion