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Claude Mythos Preview vs Ember-1

Claude Mythos Preview leads the LLM Stats Score 54.5 to 43.6. Ember-1 is 8.3x cheaper per token.

Anthropic · Fireworks AI · Updated for 2026

Which is better?

Claude Mythos Preview leads the overall LLM Stats Score 54.5 to 43.6, ranking #4 overall.

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

On price, Ember-1 is roughly 8.3x 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 Mythos Preview

  • overall performance matters — it scores 54.5 and ranks #4 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

Choose Ember-1

  • cost matters — it's about 8.3x cheaper per token

At a glance

The differences that matter most.

Core performance indexes
54.5
#4
43.6
#46
55.3
#4
38.6
#71
44.1
#6
38.0
#20
36.6
#16
31.2
#35
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$25.00 / M
$3.00 / M
Output price
$125.00 / M
$15.00 / M
Context window
—
1,040,000

Individual benchmarks

16 reported for Claude Mythos Preview · 4 for Ember-1

1 shared

Claude Mythos Preview outperforms in 1 benchmarks (SWE-Bench Verified), while Ember-1 is better at 0 benchmarks.

Claude Mythos Preview significantly outperforms across most 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

Ember-1 costs less

For input processing, Claude Mythos Preview ($25.00/1M tokens) is 8.3x more expensive than Ember-1 ($3.00/1M tokens).

For output processing, Claude Mythos Preview ($125.00/1M tokens) is 8.3x more expensive than Ember-1 ($15.00/1M tokens).

In conclusion, Claude Mythos Preview is more expensive than Ember-1.*

* 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 Mythos Preview
Input tokens$25.00
Output tokens$125.00
Best providerAnthropic
Fireworks AI
Ember-1
Input tokens$3.00
Output tokens$15.00
Best providerFireworks
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Only Ember-1 specifies input context (1,040,000 tokens).

Anthropic
Claude Mythos Preview
Input- tokens
Output- tokens
Fireworks AI
Ember-1
Input1,040,000 tokens
Output- tokens
Wed Oct 07 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Claude Mythos Preview supports multimodal inputs, whereas Ember-1 does not.

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

Claude Mythos Preview

Text
Images
Audio
Video

Ember-1

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 Mythos Preview

Proprietary

Closed source

Ember-1

Proprietary

Closed source

Release Timeline

When each model was launched

Ember-1 was released on 2026-09-23, while Claude Mythos Preview's release date is not specified.

We can confirm Ember-1's release timeline, but cannot make a direct age comparison without Claude Mythos Preview's release date.

Claude Mythos Preview

—

Ember-1

Sep 23, 2026

2 weeks ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Claude Mythos Preview is available from Anthropic. Ember-1 is available from Fireworks.

Claude Mythos Preview

anthropic logo
Anthropic
Input Price:Input: $25.00/1MOutput Price:Output: $125.00/1M

Ember-1

fireworks logo
Fireworks
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Claude Mythos Preview and Ember-1 side-by-side, then vote on the output you prefer.

Claude Mythos Preview
✓ Preferred
Ember-1
Open in Playground

FAQ

Common questions about Claude Mythos Preview vs Ember-1.

Which is better, Claude Mythos Preview or Ember-1?

Claude Mythos Preview leads the LLM Stats Score 54.5 to 43.6. Claude Mythos Preview is made by Anthropic and Ember-1 is made by Fireworks AI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude Mythos Preview compare to Ember-1 in benchmarks?

Claude Mythos Preview scores CyBench: 100.0%, USAMO25: 97.6%, GPQA: 94.6%, SWE-Bench Verified: 93.9%, CharXiv-R: 93.2%. Ember-1 scores SWE-Bench Verified: 92.2%, Terminal-Bench 2.1: 82.0%, DeepSWE 1.1: 75.2%, Tau2 Airline: 66.0%.

Is Claude Mythos Preview cheaper than Ember-1?

Ember-1 is 8.3x cheaper for input tokens. Claude Mythos Preview costs $25.00/M input and $125.00/M output via anthropic. Ember-1 costs $3.00/M input and $15.00/M output via fireworks.

What are the context window sizes for Claude Mythos Preview and Ember-1?

Claude Mythos Preview supports an unknown number of tokens and Ember-1 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 Mythos Preview and Ember-1?

Key differences include LLM Stats Score (54.5 vs 43.6), input pricing ($25.00 vs $3.00/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Mythos Preview and Ember-1?

Claude Mythos Preview is developed by Anthropic and Ember-1 is developed by Fireworks AI.