Key Takeaways
FARE 20B wins:
- Cheaper input tokens
- Cheaper output tokens
Gemini 3 Pro Preview wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
- Supports vision
- Has reasoning mode
- Supports tool calls
Price Advantage
FARE 20B
Benchmark Advantage
Gemini 3 Pro Preview
Context Window
Gemini 3 Pro Preview
Speed
Gemini 3 Pro Preview
Pricing Comparison
Price Comparison
| Metric | FARE 20B | Gemini 3 Pro Preview | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.90 | $2.00 | FARE 20B |
| Output (per 1M tokens) | $0.90 | $12.00 | FARE 20B |
| Cache Read (per 1M) | $0.45 | $0.20 | Gemini 3 Pro Preview |
| Cache Write (per 1M) | N/A | $0.38 | Gemini 3 Pro Preview |
Using a 3:1 input/output ratio, FARE 20B is 80% cheaper overall.
FARE 20B Providers
No provider data available
Gemini 3 Pro Preview Providers
No provider data available
Benchmark Comparison
6
Benchmarks Compared
0
FARE 20B Wins
0
Gemini 3 Pro Preview Wins
Benchmark Scores
| Benchmark | FARE 20B | Gemini 3 Pro Preview | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | - | 48.4 | - |
Coding Index Code generation & understanding | - | 46.5 | - |
Math Index Mathematical reasoning | - | 95.7 | - |
MMLU Pro Academic knowledge | - | 89.8 | - |
GPQA Graduate-level science | - | 90.8 | - |
LiveCodeBench Competitive programming | - | 91.7 | - |
Gemini 3 Pro Preview significantly outperforms in coding benchmarks.
Cost vs Quality
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Other models
Context & Performance
Context Window
FARE 20B
N/A
tokens
Gemini 3 Pro Preview
1,048,576
tokens
Speed Performance
| Metric | FARE 20B | Gemini 3 Pro Preview | Winner |
|---|---|---|---|
| Tokens/second | N/A | 113.2 tok/s | |
| Time to First Token | N/A | 13.82s |
Capabilities
Feature Comparison
| Feature | FARE 20B | Gemini 3 Pro Preview |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | FARE 20B | Gemini 3 Pro Preview |
|---|---|---|
| License | Proprietary | Proprietary |
| Author | Fireworks | |
| Released | Unknown | Nov 2025 |
FARE 20B Modalities
Input
Output
Gemini 3 Pro Preview Modalities
Input
textimagefileaudiovideo
Output
text