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Ember-1 vs Mistral Large 2

Ember-1 leads the LLM Stats Score 43.1 to 7.4. Mistral Large 2 is 2.0x cheaper per token.

Fireworks AI · Mistral AI · Updated for 2026

Which is better?

Ember-1 leads the overall LLM Stats Score 43.1 to 7.4, ranking #51 overall.

On price, Mistral Large 2 is roughly 2.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Ember-1 also accepts a larger context window (1,040,000 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 Ember-1

  • overall performance matters — it scores 43.1 and ranks #51 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you process long inputs — it offers a 1,040,000 token context window
  • you want the most recent training data — it shipped Sep 2026

Choose Mistral Large 2

  • cost matters — it's about 2.0x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
43.1
#51
7.4
#304
38.6
#72
7.3
#297
37.0
#22
13.0
#151
Cost, coverage & limits
Benchmark wins
—
—
Input price
$3.00 / M
$2.00 / M
Output price
$15.00 / M
$6.00 / M
Context window
1,040,000
128,000

Individual benchmarks

4 reported for Ember-1 · 5 for Mistral Large 2

No common benchmarks found

Ember-1 and Mistral Large 2don't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Mistral Large 2 costs less

For input processing, Ember-1 ($3.00/1M tokens) is 1.5x more expensive than Mistral Large 2 ($2.00/1M tokens).

For output processing, Ember-1 ($15.00/1M tokens) is 2.5x more expensive than Mistral Large 2 ($6.00/1M tokens).

In conclusion, Ember-1 is more expensive than Mistral Large 2.*

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

Lowest available price from all providers
Thu Oct 08 2026 • llm-stats.com
Fireworks AI
Ember-1
Input tokens$3.00
Output tokens$15.00
Best providerFireworks
Mistral AI
Mistral Large 2
Input tokens$2.00
Output tokens$6.00
Best providerGoogle
Notice missing or incorrect data?

Model Size

Parameter count comparison

2657.0B diff

Ember-1 has 2657.0B more parameters than Mistral Large 2, making it 2160.2% larger.

Fireworks AI
Ember-1
2.8Tparameters
Mistral AI
Mistral Large 2
123.0Bparameters
2780.0B
Ember-1
123.0B
Mistral Large 2

Context Window

Maximum input and output token capacity

Ember-1 accepts 1,040,000 input tokens compared to Mistral Large 2's 128,000 tokens. Only Mistral Large 2 specifies output context (128,000 tokens).

Fireworks AI
Ember-1
Input1,040,000 tokens
Output- tokens
Mistral AI
Mistral Large 2
Input128,000 tokens
Output128,000 tokens
Thu Oct 08 2026 • llm-stats.com

License

Usage and distribution terms

Ember-1 is licensed under a proprietary license, while Mistral Large 2 uses Mistral Research License.

License differences may affect how you can use these models in commercial or open-source projects.

Ember-1

Proprietary

Closed source

Mistral Large 2

Mistral Research License

Open weights

Release Timeline

When each model was launched

Ember-1 was released on 2026-09-23, while Mistral Large 2 was released on 2024-07-24.

Ember-1 is 26 months newer than Mistral Large 2.

Ember-1

Sep 23, 2026

2 weeks ago

2.2yr newer
Mistral Large 2

Jul 24, 2024

2.2 years 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

Ember-1 is available from Fireworks. Mistral Large 2 is available from Google, Mistral AI.

Ember-1

fireworks logo
Fireworks
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M

Mistral Large 2

google logo
Google
Input Price:Input: $2.00/1MOutput Price:Output: $6.00/1M
mistral logo
Mistral
Input Price:Input: $2.00/1MOutput Price:Output: $6.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Ember-1 and Mistral Large 2 side-by-side, then vote on the output you prefer.

Ember-1
✓ Preferred
Mistral Large 2
Open in Playground

FAQ

Common questions about Ember-1 vs Mistral Large 2.

Which is better, Ember-1 or Mistral Large 2?

Ember-1 leads the LLM Stats Score 43.1 to 7.4. Ember-1 is made by Fireworks AI and Mistral Large 2 is made by Mistral AI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Ember-1 compare to Mistral Large 2 in benchmarks?

Ember-1 scores SWE-Bench Verified: 92.2%, Terminal-Bench 2.1: 82.0%, DeepSWE 1.1: 75.2%, Tau2 Airline: 66.0%. Mistral Large 2 scores GSM8k: 93.0%, HumanEval: 92.0%, MT-Bench: 86.3%, MMLU: 84.0%, MMLU French: 82.8%.

Is Ember-1 cheaper than Mistral Large 2?

Mistral Large 2 is 1.5x cheaper for input tokens. Ember-1 costs $3.00/M input and $15.00/M output via fireworks. Mistral Large 2 costs $2.00/M input and $6.00/M output via google.

What are the context window sizes for Ember-1 and Mistral Large 2?

Ember-1 supports 1.0M tokens and Mistral Large 2 supports 128K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Ember-1 and Mistral Large 2?

Key differences include LLM Stats Score (43.1 vs 7.4), context window (1.0M vs 128K), input pricing ($3.00 vs $2.00/M), licensing (Proprietary vs Mistral Research License). See the full comparison above for benchmark-by-benchmark results.

Who makes Ember-1 and Mistral Large 2?

Ember-1 is developed by Fireworks AI and Mistral Large 2 is developed by Mistral AI.