Model Comparison
Ring-2.6-1T
vs. Solar Pro 4
Comparing 2 AI models · 7 benchmarks · InclusionAI, Upstage
Recommended Pick
UpSolar Pro 411 metric winsStrongest on: Value, Output price, Blended price
Best Value
Solar Pro 4
100.0 value score
53.3 reasoning / $0.52/1M
Lowest Price
Ring-2.6-1T
$0.30/1M input price
Best Reasoning
Solar Pro 4
53.3 reasoning score
Blends available reasoning benchmarks
Best for Coding
Solar Pro 4
52.7 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 Pro 4 has the strongest quality-to-price mix at 100.0 out of 100 value points.
Speed gap
Ring-2.6-1T generates about 1.9x as many tokens per second as Solar Pro 4.
Reasoning gap
Solar Pro 4 leads Ring-2.6-1T by 7.1 points on reasoning.
Coding gap
Solar Pro 4 leads Ring-2.6-1T by 9.9 points on coding.
Top-pick rationale
Solar Pro 4 wins 11 measurable categories, including Value, Output price, Blended price, TTFT.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Ring-2.6-1T
InclusionAI
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Solar Pro 4
Upstage
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
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Full Comparison
| Metric | In Ring-2.6-1T | Top Pick Up Solar Pro 4 |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.30/1M | $0.30/1M |
| Output Cost | $2.50/1M | $1.20/1M |
| Blended (3:1) | $0.85/1M | $0.52/1M |
| Specifications | ||
| Organization | InclusionAI | Upstage |
| Release Date | May 8, 2026 | Aug 6, 2026 |
| Performance & Speed | ||
| Throughput | 123.3 tok/s | 66.3 tok/s |
| TTFT | 1698ms | 1239ms |
| Latency | 17922ms | 31422ms |
| Composite Indices | ||
| Value Score | 53.5 | 100.0 |
| Reasoning Score | 46.2 | 53.3 |
| Intelligence | 31.3 | 41.6 |
| Coding | 42.8 | 52.7 |
| Standard Benchmarks | ||
| GPQA | 85.7% | 89.1% |
| HLE | 21.6% | 29.2% |
| SciCode | 42.4% | 43.6% |
| LCR | 67.3% | 70.7% |
| IFBench | 44.6% | — |
| TAU-bench v2 | 92.4% | — |
| TerminalBench Hard | 28.8% | — |
Key Takeaways
Ring-2.6-1T offers the best value at $0.30/1M,making it ideal for high-volume applications and cost-conscious projects.
Solar Pro 4 has the strongest reasoning profile with a 53.3 reasoning score,combining the available reasoning-heavy benchmarks.
Solar Pro 4 reaches a 52.7 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
Ring-2.6-1T
- Cost-sensitive applications
- High-volume processing
Solar Pro 4
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
