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Compare / head-to-head

GPT-5.1vsSolar Pro 4

GPT-5.1 leads 1 of 1 shared benchmark. Solar Pro 4 is 7.5x cheaper per token. Solar Pro 4 has the larger context window (512K tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
1 – 0
GPT-5.1 leads
Cheaper per token
Solar Pro 4
7.5x cheaper, input + output
Larger context
Solar Pro 4
512K tokens
Provider uptime (30d)
94.2446% · —
OpenAI · Upstage
GPT-5.1
OpenAI · released 2025-11-13
textvision
Context
400K
Max out
128K
Input /1M
$1.25
Output /1M
$10
Cached /1M
$0.125
Scores
6 · 6 core
Solar Pro 4
Upstage · released 2026-08-20
text
Context
512K
Max out
Input /1M
$0.3
Output /1M
$1.2
Cached /1M
$0.06
Scores
2 · 1 core
Quality

Benchmark matrix

BenchmarkGPT-5.1Solar Pro 4ΔEdge
Reported by both · 1
LMArena Elo1422.6 1377.3 +45.3GPT-5.1
Only GPT-5.1 reports · 5
GPQA Diamond87.6% epochnot reported
AIME 202594.2% matharenanot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)88.6% epochnot reported
SimpleQA Verified48% epochnot reported
SWE-bench Verified (Epoch AI run)68% epochnot reported
Only Solar Pro 4 reports · 1
Artificial Analysis Intelligence Indexnot reported42
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-5.1 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

SpecGPT-5.1Solar Pro 4Edge
Context window400K tokens512K tokensSolar Pro 4
Max output128K tokens
Input price / 1M$1.25 $0.3 Solar Pro 4
Output price / 1M$10 $1.2 Solar Pro 4
Cached input / 1M$0.125 $0.06 Solar Pro 4
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$11.25$1.5Solar Pro 4
Modalitiestext · visiontextGPT-5.1
Released2025-11-132026-08-20
Cited benchmark scores62
Reliability

Provider status

All providers
More matchups

Solar Pro 4 vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run GPT-5.1 and Solar Pro 4 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.