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Claude Haiku 5.5 vs Claude Opus 4.8

Claude Haiku 5.5 and Claude Opus 4.8 are closely matched at 50.3 and 49.9 on the LLM Stats Score. Claude Haiku 5.5 is 50.0x cheaper per token.

Anthropic · Anthropic · Updated for 2026

Which is better?

Claude Haiku 5.5 and Claude Opus 4.8 are closely matched on the overall LLM Stats Score at 50.3 and 49.9.

In the 7 individual benchmarks reported for both models, Claude Opus 4.8 wins 5; this is a narrower head-to-head signal than the composite indexes.

On price, Claude Haiku 5.5 is roughly 50.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Claude Haiku 5.5

  • cost matters — it's about 50.0x cheaper per token
  • you want the most recent training data — it shipped Oct 2026

Choose Claude Opus 4.8

  • you value its reported benchmark strengths — it wins 5 of 7 exact shared results

At a glance

The differences that matter most.

Core performance indexes
50.3
#18
49.9
#21
47.4
#26
49.6
#15
40.7
#12
39.7
#16
33.7
#27
34.0
#26
Cost, coverage & limits
Benchmark wins
2 of 7
5 of 7
Input price
$0.10 / M
$5.00 / M
Output price
$0.50 / M
$25.00 / M
Context window
1,000,000
1,000,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

4 shared
Index
Claude Haiku 5.5
Claude Opus 4.8
25.7#110
39.3#19
30.5#32
36.4#8
20.8#57
28.1#19
31.6#25
35.9#9
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

36 reported for Claude Haiku 5.5 · 27 for Claude Opus 4.8

7 shared

Claude Haiku 5.5 outperforms in 2 benchmarks (HealthBench Professional, Terminal-Bench 4.0), while Claude Opus 4.8 is better at 5 benchmarks (FrontierCode 1.1, OfficeQA Pro, SWE-bench Multilingual, SWE-Bench Multimodal, SWE-Bench Pro).

Claude Opus 4.8 shows notably better performance in the majority of benchmarks.

Wed Oct 07 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Claude Haiku 5.5 costs less

For input processing, Claude Haiku 5.5 ($0.10/1M tokens) is 50.0x cheaper than Claude Opus 4.8 ($5.00/1M tokens).

For output processing, Claude Haiku 5.5 ($0.50/1M tokens) is 50.0x cheaper than Claude Opus 4.8 ($25.00/1M tokens).

In conclusion, Claude Opus 4.8 is more expensive than Claude Haiku 5.5.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Wed Oct 07 2026 • llm-stats.com
Anthropic
Claude Haiku 5.5
Input tokens$0.10
Output tokens$0.50
Best providerAnthropic
Anthropic
Claude Opus 4.8
Input tokens$5.00
Output tokens$25.00
Best providerAnthropic
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Both models have the same input context window of 1,000,000 tokens. Both models can generate responses up to 128,000 tokens.

Anthropic
Claude Haiku 5.5
Input1,000,000 tokens
Output128,000 tokens
Anthropic
Claude Opus 4.8
Input1,000,000 tokens
Output128,000 tokens
Wed Oct 07 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Haiku 5.5 and Claude Opus 4.8 support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Claude Haiku 5.5

Text
Images
Audio
Video

Claude Opus 4.8

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Claude Haiku 5.5

Proprietary

Closed source

Claude Opus 4.8

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Haiku 5.5 was released on 2026-10-07, while Claude Opus 4.8 was released on 2026-05-28.

Claude Haiku 5.5 is 4 months newer than Claude Opus 4.8.

Claude Haiku 5.5

Oct 7, 2026

0 days ago

4mo newer
Claude Opus 4.8

May 28, 2026

4 months ago

Knowledge Cutoff

When training data ends

Claude Haiku 5.5 has a documented knowledge cutoff of 2026-06-01, while Claude Opus 4.8's cutoff date is not specified.

We can confirm Claude Haiku 5.5's training data extends to 2026-06-01, but cannot make a direct comparison without Claude Opus 4.8's cutoff date.

Claude Haiku 5.5

Jun 2026

Claude Opus 4.8

—

Provider Availability

Claude Haiku 5.5 is available from Anthropic. Claude Opus 4.8 is available from Anthropic, DeepInfra, Vertex AI.

Claude Haiku 5.5

anthropic logo
Anthropic
Input Price:Input: $0.10/1MOutput Price:Output: $0.50/1M

Claude Opus 4.8

anthropic logo
Anthropic
Input Price:Input: $5.00/1MOutput Price:Output: $25.00/1M
deepinfra logo
Deepinfra
Input Price:Input: $5.00/1MOutput Price:Output: $25.00/1M
vertex logo
Unknown Organization
Input Price:Input: $5.00/1MOutput Price:Output: $25.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Claude Haiku 5.5 and Claude Opus 4.8 side-by-side, then vote on the output you prefer.

Claude Haiku 5.5
✓ Preferred
Claude Opus 4.8
Open in Playground

FAQ

Common questions about Claude Haiku 5.5 vs Claude Opus 4.8.

Which is better, Claude Haiku 5.5 or Claude Opus 4.8?

Claude Haiku 5.5 and Claude Opus 4.8 are closely matched on the LLM Stats Score at 50.3 and 49.9. Claude Haiku 5.5 is made by Anthropic and Claude Opus 4.8 is made by Anthropic. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude Haiku 5.5 compare to Claude Opus 4.8 in benchmarks?

Claude Haiku 5.5 scores Global-MMLU: 87.8%, MILU: 87.6%, BenchCAD (with Python tool): 87.0%, Chartography: 86.2%, SWE-bench Multilingual: 83.7%. Claude Opus 4.8 scores GPQA: 93.6%, DeepSearchQA: 93.1%, CharXiv-R: 89.9%, SWE-Bench Verified: 88.6%, ScreenSpot Pro: 87.9%.

Is Claude Haiku 5.5 cheaper than Claude Opus 4.8?

Claude Haiku 5.5 is 50.0x cheaper for input tokens. Claude Haiku 5.5 costs $0.10/M input and $0.50/M output via anthropic. Claude Opus 4.8 costs $5.00/M input and $25.00/M output via anthropic.

What are the context window sizes for Claude Haiku 5.5 and Claude Opus 4.8?

Claude Haiku 5.5 supports 1.0M tokens and Claude Opus 4.8 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude Haiku 5.5 and Claude Opus 4.8?

Key differences include LLM Stats Score (50.3 vs 49.9), input pricing ($0.10 vs $5.00/M). See the full comparison above for benchmark-by-benchmark results.