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Claude Haiku 4.5 vs Mercury 3

Mercury 3 leads the LLM Stats Score 36.1 to 25.2. Mercury 3 is 12.3x cheaper per token.

Anthropic · Inception · Updated for 2026

Which is better?

Mercury 3 leads the overall LLM Stats Score 36.1 to 25.2, ranking #98 overall.

In the 1 individual benchmarks reported for both models, Mercury 3 wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Mercury 3 is roughly 12.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Mercury 3 also accepts a larger context window (1,000,000 input tokens), making it the stronger choice for long documents and large codebases.

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

Choose Claude Haiku 4.5

  • you want predictable pricing at $1.00/M input and $5.00/M output

Choose Mercury 3

  • overall performance matters — it scores 36.1 and ranks #98 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • cost matters — it's about 12.3x cheaper per token
  • you process long inputs — it offers a 1,000,000 token context window
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Core performance indexes
25.2
#180
36.1
#98
24.9
#177
34.8
#103
19.4
#120
21.5
#105
13.2
#115
19.4
#84
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$1.00 / M
$0.10 / M
Output price
$5.00 / M
$0.35 / M
Context window
200,000
1,000,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Claude Haiku 4.5
Mercury 3
7.6#95
23.0#18
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

12 reported for Claude Haiku 4.5 · 12 for Mercury 3

1 shared

Claude Haiku 4.5 outperforms in 0 benchmarks, while Mercury 3 is better at 1 benchmark (GPQA).

Mercury 3 significantly outperforms across most benchmarks.

Sat Oct 24 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Mercury 3 costs less

For input processing, Claude Haiku 4.5 ($1.00/1M tokens) is 10.0x more expensive than Mercury 3 ($0.10/1M tokens).

For output processing, Claude Haiku 4.5 ($5.00/1M tokens) is 14.3x more expensive than Mercury 3 ($0.35/1M tokens).

In conclusion, Claude Haiku 4.5 is more expensive than Mercury 3.*

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

Lowest available price from all providers
Sat Oct 24 2026 • llm-stats.com
Anthropic
Claude Haiku 4.5
Input tokens$1.00
Output tokens$5.00
Best providerAnthropic
Inception
Mercury 3
Input tokens$0.10
Output tokens$0.35
Best providerInception
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Mercury 3 accepts 1,000,000 input tokens compared to Claude Haiku 4.5's 200,000 tokens. Mercury 3 can generate longer responses up to 131,072 tokens, while Claude Haiku 4.5 is limited to 64,000 tokens.

Anthropic
Claude Haiku 4.5
Input200,000 tokens
Output64,000 tokens
Inception
Mercury 3
Input1,000,000 tokens
Output131,072 tokens
Sat Oct 24 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Claude Haiku 4.5 supports multimodal inputs, whereas Mercury 3 does not.

Claude Haiku 4.5 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Claude Haiku 4.5

Text
Images
Audio
Video

Mercury 3

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 4.5

Proprietary

Closed source

Mercury 3

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Haiku 4.5 was released on 2025-10-15, while Mercury 3 was released on 2026-10-19.

Mercury 3 is 12 months newer than Claude Haiku 4.5.

Claude Haiku 4.5

Oct 15, 2025

1.0 years ago

Mercury 3

Oct 19, 2026

1 days ago

1.0yr newer

Knowledge Cutoff

When training data ends

Claude Haiku 4.5 has a documented knowledge cutoff of 2025-02-01, while Mercury 3's cutoff date is not specified.

We can confirm Claude Haiku 4.5's training data extends to 2025-02-01, but cannot make a direct comparison without Mercury 3's cutoff date.

Claude Haiku 4.5

Feb 2025

Mercury 3

—

Provider Availability

Claude Haiku 4.5 is available from Anthropic, DeepInfra, Vertex AI. Mercury 3 is available from Inception.

Claude Haiku 4.5

anthropic logo
Anthropic
Input Price:Input: $1.00/1MOutput Price:Output: $5.00/1M
deepinfra logo
Deepinfra
Input Price:Input: $1.00/1MOutput Price:Output: $5.00/1M
vertex logo
Unknown Organization
Input Price:Input: $1.00/1MOutput Price:Output: $5.00/1M

Mercury 3

inception logo
Inception
Input Price:Input: $0.10/1MOutput Price:Output: $0.35/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Claude Haiku 4.5 and Mercury 3 side-by-side, then vote on the output you prefer.

Claude Haiku 4.5
✓ Preferred
Mercury 3
Open in Playground

FAQ

Common questions about Claude Haiku 4.5 vs Mercury 3.

Which is better, Claude Haiku 4.5 or Mercury 3?

Mercury 3 leads the LLM Stats Score 36.1 to 25.2. Claude Haiku 4.5 is made by Anthropic and Mercury 3 is made by Inception. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude Haiku 4.5 compare to Mercury 3 in benchmarks?

Claude Haiku 4.5 scores Tau2 Retail: 83.2%, MMMLU: 83.0%, Tau2 Telecom: 83.0%, AIME 2025: 80.7%, SWE-Bench Verified: 73.3%. Mercury 3 scores GPQA: 89.2%, AA-LCR: 77.7%, IFBench: 76.8%, MRCR v2: 75.5%, DeepSearchQA: 71.3%.

Is Claude Haiku 4.5 cheaper than Mercury 3?

Mercury 3 is 10.0x cheaper for input tokens. Claude Haiku 4.5 costs $1.00/M input and $5.00/M output via anthropic. Mercury 3 costs $0.10/M input and $0.35/M output via inception.

What are the context window sizes for Claude Haiku 4.5 and Mercury 3?

Claude Haiku 4.5 supports 200K tokens and Mercury 3 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 4.5 and Mercury 3?

Key differences include LLM Stats Score (25.2 vs 36.1), context window (200K vs 1.0M), input pricing ($1.00 vs $0.10/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Haiku 4.5 and Mercury 3?

Claude Haiku 4.5 is developed by Anthropic and Mercury 3 is developed by Inception.