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Ember-1 vs Gemini 1.0 Pro

Ember-1 leads the LLM Stats Score 43.1 to -5.4. Gemini 1.0 Pro is 8.0x cheaper per token.

Fireworks AI · Google · Updated for 2026

Which is better?

Ember-1 leads the overall LLM Stats Score 43.1 to -5.4, ranking #51 overall.

On price, Gemini 1.0 Pro is roughly 8.0x 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 — 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 Gemini 1.0 Pro

  • cost matters — it's about 8.0x cheaper per token

At a glance

The differences that matter most.

Ember-1
Fireworks AI
Gemini 1.0 Pro
Google
Core performance indexes
LLM Stats Score
43.1
#51
-5.4
#373
Reasoning
38.6
#72
-8.0
#372
Cost, coverage & limits
Benchmark wins
—
—
Input price
$3.00 / M
$0.50 / M
Output price
$15.00 / M
$1.50 / M
Context window
1,040,000
32,760

Individual benchmarks

4 reported for Ember-1 · 9 for Gemini 1.0 Pro

No common benchmarks found

Ember-1 and Gemini 1.0 Prodon'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

Gemini 1.0 Pro costs less

For input processing, Ember-1 ($3.00/1M tokens) is 6.0x more expensive than Gemini 1.0 Pro ($0.50/1M tokens).

For output processing, Ember-1 ($15.00/1M tokens) is 10.0x more expensive than Gemini 1.0 Pro ($1.50/1M tokens).

In conclusion, Ember-1 is more expensive than Gemini 1.0 Pro.*

* 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
Google
Gemini 1.0 Pro
Input tokens$0.50
Output tokens$1.50
Best providerGoogle
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Ember-1 accepts 1,040,000 input tokens compared to Gemini 1.0 Pro's 32,760 tokens. Only Gemini 1.0 Pro specifies output context (8,192 tokens).

Fireworks AI
Ember-1
Input1,040,000 tokens
Output- tokens
Google
Gemini 1.0 Pro
Input32,760 tokens
Output8,192 tokens
Thu Oct 08 2026 • llm-stats.com

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Ember-1

Proprietary

Closed source

Gemini 1.0 Pro

Proprietary

Closed source

Release Timeline

When each model was launched

Ember-1 was released on 2026-09-23, while Gemini 1.0 Pro was released on 2024-02-15.

Ember-1 is 32 months newer than Gemini 1.0 Pro.

Ember-1

Sep 23, 2026

2 weeks ago

2.6yr newer
Gemini 1.0 Pro

Feb 15, 2024

2.6 years ago

Knowledge Cutoff

When training data ends

Gemini 1.0 Pro has a documented knowledge cutoff of 2024-02-01, while Ember-1's cutoff date is not specified.

We can confirm Gemini 1.0 Pro's training data extends to 2024-02-01, but cannot make a direct comparison without Ember-1's cutoff date.

Ember-1

—

Gemini 1.0 Pro

Feb 2024

Provider Availability

Ember-1 is available from Fireworks. Gemini 1.0 Pro is available from Google.

Ember-1

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

Gemini 1.0 Pro

google logo
Google
Input Price:Input: $0.50/1MOutput Price:Output: $1.50/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Ember-1 and Gemini 1.0 Pro side-by-side, then vote on the output you prefer.

Ember-1
✓ Preferred
Gemini 1.0 Pro
Open in Playground

FAQ

Common questions about Ember-1 vs Gemini 1.0 Pro.

Which is better, Ember-1 or Gemini 1.0 Pro?

Ember-1 leads the LLM Stats Score 43.1 to -5.4. Ember-1 is made by Fireworks AI and Gemini 1.0 Pro is made by Google. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Ember-1 compare to Gemini 1.0 Pro 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%. Gemini 1.0 Pro scores FLEURS: 93.6%, BIG-Bench: 75.0%, MMLU: 71.8%, WMT23: 71.7%, EgoSchema: 55.7%.

Is Ember-1 cheaper than Gemini 1.0 Pro?

Gemini 1.0 Pro is 6.0x cheaper for input tokens. Ember-1 costs $3.00/M input and $15.00/M output via fireworks. Gemini 1.0 Pro costs $0.50/M input and $1.50/M output via google.

What are the context window sizes for Ember-1 and Gemini 1.0 Pro?

Ember-1 supports 1.0M tokens and Gemini 1.0 Pro supports 33K 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 Gemini 1.0 Pro?

Key differences include LLM Stats Score (43.1 vs -5.4), context window (1.0M vs 33K), input pricing ($3.00 vs $0.50/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Ember-1 and Gemini 1.0 Pro?

Ember-1 is developed by Fireworks AI and Gemini 1.0 Pro is developed by Google.

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