Key Takeaways
Goliath 120B wins:
- Cheaper input tokens
- Cheaper output tokens
Claude Opus 4.6 wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Supports vision
Price Advantage
Goliath 120B
Benchmark Advantage
Claude Opus 4.6
Context Window
Claude Opus 4.6
Speed
Claude Opus 4.6
Pricing Comparison
Price Comparison
| Metric | Goliath 120B | Claude Opus 4.6 | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $3.75 | $5.00 | Goliath 120B |
| Output (per 1M tokens) | $7.50 | $25.00 | Goliath 120B |
| Cache Read (per 1M) | N/A | $500000.00 | Claude Opus 4.6 |
| Cache Write (per 1M) | N/A | $6250000.00 | Claude Opus 4.6 |
Using a 3:1 input/output ratio, Goliath 120B is 53% cheaper overall.
Goliath 120B Providers
Mancer 2 $3.75 (Cheapest)
Claude Opus 4.6 Providers
Amazon Bedrock $5.00 (Cheapest)
Google $5.00 (Cheapest)
Anthropic $5.00 (Cheapest)
Benchmark Comparison
3
Benchmarks Compared
0
Goliath 120B Wins
0
Claude Opus 4.6 Wins
Benchmark Scores
| Benchmark | Goliath 120B | Claude Opus 4.6 | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | - | 46.4 | - |
Coding Index Code generation & understanding | - | 47.6 | - |
GPQA Graduate-level science | - | 84.0 | - |
Claude Opus 4.6 significantly outperforms in coding benchmarks.
Cost vs Quality
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Other models
Context & Performance
Context Window
Goliath 120B
6,144
tokens
Max output: 1,024 tokens
Claude Opus 4.6
1,000,000
tokens
Max output: 128,000 tokens
Claude Opus 4.6 has a 99% larger context window.
Speed Performance
| Metric | Goliath 120B | Claude Opus 4.6 | Winner |
|---|---|---|---|
| Tokens/second | N/A | 0.0 tok/s | |
| Time to First Token | N/A | 0.00s |
Capabilities
Feature Comparison
| Feature | Goliath 120B | Claude Opus 4.6 |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Goliath 120B | Claude Opus 4.6 |
|---|---|---|
| License | Open Source | Proprietary |
| Author | Alpindale | Anthropic |
| Released | Nov 2023 | Feb 2026 |
Goliath 120B Modalities
Input
text
Output
text
Claude Opus 4.6 Modalities
Input
textimage
Output
text