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Ember-1 vs Gemini 2.0 Flash Thinking

Ember-1 leads the LLM Stats Score 43.6 to 16.7.

Fireworks AI · Google · Updated for 2026

Which is better?

Ember-1 leads the overall LLM Stats Score 43.6 to 16.7, ranking #45 overall.

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

Choose Ember-1

  • overall performance matters — it scores 43.6 and ranks #45 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose Gemini 2.0 Flash Thinking

  • you are already invested in the Google ecosystem

At a glance

The differences that matter most.

Ember-1
Fireworks AI
Gemini 2.0 Flash Thinking
Google
Core performance indexes
LLM Stats Score
43.6
#45
16.7
#232
Reasoning
38.6
#69
17.0
#225
Cost, coverage & limits
Benchmark wins
—
—
Input price
$3.00 / M
— / M
Output price
$15.00 / M
— / M
Context window
1,040,000
—

Individual benchmarks

4 reported for Ember-1 · 3 for Gemini 2.0 Flash Thinking

No common benchmarks found

Ember-1 and Gemini 2.0 Flash Thinkingdon'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

Context Window

Maximum input and output token capacity

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

Fireworks AI
Ember-1
Input1,040,000 tokens
Output- tokens
Google
Gemini 2.0 Flash Thinking
Input- tokens
Output- tokens
Wed Oct 07 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Gemini 2.0 Flash Thinking supports multimodal inputs, whereas Ember-1 does not.

Gemini 2.0 Flash Thinking can handle both text and other forms of data like images, making it suitable for multimodal applications.

Ember-1

Text
Images
Audio
Video

Gemini 2.0 Flash Thinking

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.

Ember-1

Proprietary

Closed source

Gemini 2.0 Flash Thinking

Proprietary

Closed source

Release Timeline

When each model was launched

Ember-1 was released on 2026-09-23, while Gemini 2.0 Flash Thinking was released on 2025-01-21.

Ember-1 is 20 months newer than Gemini 2.0 Flash Thinking.

Ember-1

Sep 23, 2026

2 weeks ago

1.7yr newer
Gemini 2.0 Flash Thinking

Jan 21, 2025

1.7 years ago

Knowledge Cutoff

When training data ends

Gemini 2.0 Flash Thinking has a documented knowledge cutoff of 2024-08-01, while Ember-1's cutoff date is not specified.

We can confirm Gemini 2.0 Flash Thinking's training data extends to 2024-08-01, but cannot make a direct comparison without Ember-1's cutoff date.

Ember-1

—

Gemini 2.0 Flash Thinking

Aug 2024

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Ember-1 and Gemini 2.0 Flash Thinking side-by-side, then vote on the output you prefer.

Ember-1
✓ Preferred
Gemini 2.0 Flash Thinking
Open in Playground

FAQ

Common questions about Ember-1 vs Gemini 2.0 Flash Thinking.

Which is better, Ember-1 or Gemini 2.0 Flash Thinking?

Ember-1 leads the LLM Stats Score 43.6 to 16.7. Ember-1 is made by Fireworks AI and Gemini 2.0 Flash Thinking 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 2.0 Flash Thinking 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 2.0 Flash Thinking scores MMMU: 75.4%, GPQA: 74.2%, AIME 2024: 73.3%.

What are the context window sizes for Ember-1 and Gemini 2.0 Flash Thinking?

Ember-1 supports 1.0M tokens and Gemini 2.0 Flash Thinking supports an unknown number of 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 2.0 Flash Thinking?

Key differences include LLM Stats Score (43.6 vs 16.7), multimodal support (no vs yes). See the full comparison above for benchmark-by-benchmark results.

Who makes Ember-1 and Gemini 2.0 Flash Thinking?

Ember-1 is developed by Fireworks AI and Gemini 2.0 Flash Thinking is developed by Google.

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