# Ember-1 vs Gemini 3.6 Flash

> Side-by-side benchmark comparison for Ember-1 and Gemini 3.6 Flash across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ember-1-vs-gemini-3-6-flash
- Last updated: September 28, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Evidence is too thin for a benchmark verdict: Ember-1 and Gemini 3.6 Flash share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Gemini 3.6 Flash has the lower published output-token price.
- Ember-1 has the larger published context window at 1.04M.

## Model Snapshot

| Property | Ember-1 | Gemini 3.6 Flash |
|----------|----------|----------|
| Creator | Fireworks | Google |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1.04M | 1M |
| Independent public score (not head-to-head) | null | 64.56 |
| Benchmarks Covered | 5 | 10 |
| Pricing (input/output) | $3.00 / $15.00 | $0.75 / $3.75 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- Gemini 3.6 Flash public-lane score: 45.2 (Supported · #43/117)

| Benchmark | Ember-1 | Gemini 3.6 Flash | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 82.0% | Coming soon | Coming soon |
| τ²-bench Airline | 66.0% | Coming soon | Coming soon |
| OSWorld-Verified | Coming soon | 83% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 73.8% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- Gemini 3.6 Flash public-lane score: 53.7 (Supported · #33/142)

| Benchmark | Ember-1 | Gemini 3.6 Flash | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 82.0% | Coming soon | Coming soon |
| SWE-bench Verified | 92.2% | Coming soon | Coming soon |
| DeepSWE | 75.2% | 49.0% | Ember-1 |
| cursorBench32 | Coming soon | 53.5% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 88.1% | Coming soon |
| SWE-bench (Vals) | Coming soon | 79.6% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- Gemini 3.6 Flash public-lane score: 64 (Unranked · 4 rankable rows)

| Benchmark | Ember-1 | Gemini 3.6 Flash | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-1 | Coming soon | 91.20% | Coming soon |
| ARC-AGI-2 | Coming soon | 60.4% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- Gemini 3.6 Flash public-lane score: 83.6 (Unranked · 1 rankable row)

### Knowledge

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- Gemini 3.6 Flash public-lane score: 64.3 (Supported · #28/168)

| Benchmark | Ember-1 | Gemini 3.6 Flash | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | Coming soon | 93.4% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 89.3% | Coming soon |

## FAQ

### Is there enough evidence to pick between Ember-1 and Gemini 3.6 Flash?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Ember-1 vs GPT-6 Astra](/compare/ember-1-vs-gpt-6-astra)
- [Gemini 3.6 Flash vs GPT-6 Astra](/compare/gemini-3-6-flash-vs-gpt-6-astra)
- [Ember-1 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ember-1)
- [Gemini 3.6 Flash vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-gemini-3-6-flash)

## Explore More

- [Ember-1 profile](/models/ember-1)
- [Gemini 3.6 Flash profile](/models/gemini-3-6-flash)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)