GPT-6.1 SolvsGPT-6 Astra (high)

GPT-6.1 Sol leads the overall Podium Score by 7.4 points (92.4 vs 85.0).Category wins: GPT-6.1 Sol 3 — 1 GPT-6 Astra (high).GPT-6.1 Sol is the cheaper pick ($20/M vs $50/M per 1M output tokens). GPT-6 Astra (high) is faster (90 t/s vs 75 t/s).

GPT-6.1 SolDrag slider or hover to compareGPT-6 Astra (high)
GPT-6 Astra (high)
85.0
Coding: 60.0 · Speed: 90 t/s
Output Price: $50/M
GPT-6.1 Sol
92.4
Coding: 89.0 · Speed: 75 t/s
Output Price: $20/M
Quick VerdictAggregated 2026 Benchmark Analysis

GPT-6.1 Sol is rated higher overall with a Podium Score of 92.4 (vs 85.0 for GPT-6 Astra (high)). In head-to-head domain evaluations, GPT-6.1 Sol outperforms in 3 of 7 benchmark categories.

Coding & Engineering
GPT-6.1 Sol (89.0)
Inference Speed
GPT-6 Astra (high) (90 t/s)
Cost Efficiency
GPT-6.1 Sol ($20/M)
API Price / 1M (in · out)
GPT-6.1 Sol $5/M · $20/M — GPT-6 Astra (high) $10/M · $50/M

Choose GPT-6.1 Sol for complex reasoning and analysis, and GPT-6 Astra (high) for vision and multimodal apps.

MetricGPT-6.1 SolGPT-6 Astra (high)
Podium Score92.4 ▲85.0
Arena Elo1495—
Intelligence Index93.0—
Coding89.0 ▲60.0
Math95.0—
Reasoning95.5 ▲90.0
Agentic86.5—
Knowledge89.0 ▲45.0
Multimodal93.095.0 ▲
Long-context96.0—
Output speed75 t/s90 t/s ▲
Output price$20/M ▲$50/M
Context window1000K1100K ▲
Scores aggregated from five independent leaderboards. See Methodology. More head-to-heads: GPT-6.1 Sol vs Claude Mythos · GPT-6.1 Sol vs Claude 5.5 Sonnet · GPT-6.1 Sol vs Kimi K3.1 Pro · GPT-6.1 Sol vs Eleven Multilingual v3
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