Model Comparison
Solar Mini
vs. Grok 4.6 (high)
Comparing 2 AI models · 6 benchmarks · Upstage, SpaceXAI
Recommended Pick
UpSolar Mini6 metric winsStrongest on: Value, Input price, Output price
Best Value
Solar Mini
100.0 value score
19.6 reasoning / $0.15/1M
Lowest Price
Solar Mini
$0.15/1M input price
Best Reasoning
Grok 4.6 (high)
66.2 reasoning score
Blends available reasoning benchmarks
Best for Coding
Grok 4.6 (high)
76.8 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Best value
Solar Mini has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Solar Mini is 13.3x cheaper on input tokens than Grok 4.6 (high).
Reasoning gap
Grok 4.6 (high) leads Solar Mini by 46.7 points on reasoning.
Top-pick rationale
Solar Mini wins 6 measurable categories, including Value, Input price, Output price, Blended price.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Solar Mini
Upstage
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Grok 4.6 (high)
SpaceXAI
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
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Full Comparison
| Metric | Top Pick Up Solar Mini | Sp Grok 4.6 (high) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.15/1M | $2.00/1M |
| Output Cost | $0.15/1M | $6.00/1M |
| Blended (3:1) | $0.15/1M | $3.00/1M |
| Specifications | ||
| Organization | Upstage | SpaceXAI |
| Release Date | Jan 25, 2024 | Aug 12, 2026 |
| Performance & Speed | ||
| Throughput | — | 58.2 tok/s |
| TTFT | — | 45246ms |
| Latency | — | 45246ms |
| Composite Indices | ||
| Value Score | 100.0 | 16.9 |
| Reasoning Score | 19.6 | 66.2 |
| Intelligence | 6.0 | 60.9 |
| Coding | — | 76.8 |
| Standard Benchmarks | ||
| GPQA | — | 94.9% |
| HLE | — | 42.9% |
| MATH 500 | 33.1% | — |
| SciCode | — | 53.6% |
| LCR | — | 75.0% |
| TAU-bench v2 | 20.2% | — |
Key Takeaways
Solar Mini offers the best value at $0.15/1M,making it ideal for high-volume applications and cost-conscious projects.
Grok 4.6 (high) has the strongest reasoning profile with a 66.2 reasoning score,combining the available reasoning-heavy benchmarks.
Grok 4.6 (high) reaches a 76.8 coding index,making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Solar Mini
- Cost-sensitive applications
- High-volume processing
Grok 4.6 (high)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
