Compare / head-to-head
GPT-6 AstravsSolar Pro 4
GPT-6 Astra and Solar Pro 4 do not yet share a public benchmark, so quality cannot be compared apples-to-apples. Solar Pro 4 is 40x cheaper per token. GPT-6 Astra has the larger context window (1.1M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0
no overlap yet
Cheaper per token
Solar Pro 4
40x cheaper, input + output
Larger context
GPT-6 Astra
1.1M tokens
Provider uptime (30d)
95.493% · —
OpenAI · Upstage
GPT-6 Astra
OpenAI · released 2026-09-03
textvision
Solar Pro 4
Upstage · released 2026-08-20
text
Quality
Benchmark matrix
0 shared · 7 only GPT-6 Astra · 2 only Solar Pro 4| Benchmark | GPT-6 Astra | Solar Pro 4 | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 0 | ||||
| No public benchmark is reported for both models yet. | ||||
| Only GPT-6 Astra reports · 7 | ||||
| GPQA Diamond | 96% ↗ | not reported | — | — |
| AutomationBench | 41.4% ↗ | not reported | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | 97.6% ↗epoch | not reported | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 93.7% ↗epoch | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 100% ↗epoch | not reported | — | — |
| SimpleQA Verified | 75.6% ↗epoch | not reported | — | — |
| Terminal-Bench Science 0.1 | 64.6% ↗ | not reported | — | — |
| Only Solar Pro 4 reports · 2 | ||||
| LMArena Elo | not reported | 1377.3 ↗ | — | — |
| Artificial Analysis Intelligence Index | not reported | 42 ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GPT-6 Astra minus Solar Pro 4 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | GPT-6 Astra | Solar Pro 4 | Edge |
|---|---|---|---|
| Context window | 1.1M tokens | 512K tokens | GPT-6 Astra |
| Max output | 128K tokens | — | — |
| Input price / 1M | $10 ↗ | $0.3 ↗ | Solar Pro 4 |
| Output price / 1M | $50 ↗ | $1.2 ↗ | Solar Pro 4 |
| Cached input / 1M | $1 ↗ | $0.06 ↗ | Solar Pro 4 |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $60 | $1.5 | Solar Pro 4 |
| Modalities | text · vision | text | GPT-6 Astra |
| Released | 2026-09-03 | 2026-08-20 | — |
| Cited benchmark scores | 8 | 2 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
GPT-6 Astra vs …
Models sharing the most benchmarksMore matchups
Solar Pro 4 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run GPT-6 Astra and Solar Pro 4 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.