Compare / head-to-head
GPT-6 Lunavs
Qwen3-Next 80B-A3B Thinking
GPT-6 Luna leads 1 of 1 shared benchmark. GPT-6 Luna is 2.3x cheaper per token. GPT-6 Luna has the larger context window (1.1M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
1 – 0
GPT-6 Luna leads
Cheaper per token
GPT-6 Luna
2.3x cheaper, input + output
Larger context
GPT-6 Luna
1.1M tokens
Providers
2 providers
OpenAI · Qwen
GPT-6 Luna
OpenAI · released 2026-09-22
textvision
Qwen3-Next 80B-A3B Thinking
Qwen · released 2025-09-11
text
Quality
Benchmark matrix
1 shared · 21 only GPT-6 Luna · 15 only Qwen3-Next 80B-A3B Thinking| Benchmark | GPT-6 Luna | Qwen3-Next 80B-A3B Thinking | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 1 | ||||
| LMArena Elo | 1442.9 ↗ | 1369.4 ↗ | +73.5 | GPT-6 Luna |
| Only GPT-6 Luna reports · 21 | ||||
| GPQA Diamond | 90.5% ↗epoch run | not reported | — | — |
| APEX-Agents (Mercor) | 44.3% ↗ | not reported | — | — |
| Chess Puzzles (Epoch AI run) | 31% ↗epoch run | not reported | — | — |
| DeepSWE v1.1 | 66.6% ↗ | not reported | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | 56.1% ↗epoch run | not reported | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 78.9% ↗epoch run | not reported | — | — |
| Furniture Assembly (Epoch AI run) | 44.2% ↗epoch run | not reported | — | — |
| LiveBench Agentic Coding (LiveBench) | 51.2% ↗ | not reported | — | — |
| LiveBench Coding (LiveBench) | 79% ↗ | not reported | — | — |
| LiveBench Data Analysis (LiveBench) | 73.4% ↗ | not reported | — | — |
| LiveBench Instruction Following (LiveBench) | 55.9% ↗ | not reported | — | — |
| LiveBench Language (LiveBench) | 73.8% ↗ | not reported | — | — |
| LiveBench Mathematics (LiveBench) | 89.1% ↗ | not reported | — | — |
| LiveBench Reasoning (LiveBench) | 81.8% ↗ | not reported | — | — |
| LMArena Agent (LMArena) | 0.0135 ↗ | not reported | — | — |
| LMArena WebDev (LMArena) | 1578.7 ↗ | not reported | — | — |
| Mystery Game Puzzles (Epoch AI run) | 7% ↗epoch run | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 98.9% ↗epoch run | not reported | — | — |
| SAGE (Vals AI) | 48.1% ↗ | not reported | — | — |
| SimpleQA Verified | 41.4% ↗epoch run | not reported | — | — |
| Terminal-Bench 4.0 (Vals AI) | 13.6% ↗ | not reported | — | — |
| Only Qwen3-Next 80B-A3B Thinking reports · 15 | ||||
| MMLU-Pro | not reported | 82.7% ↗ | — | — |
| AIME25 | not reported | 87.8% ↗ | — | — |
| Arena-Hard v2 | not reported | 62.3% ↗ | — | — |
| BFCL-v3 | not reported | 72% ↗ | — | — |
| GPQA | not reported | 77.2% ↗ | — | — |
| HMMT25 | not reported | 73.9% ↗ | — | — |
| IFEval | not reported | 88.9% ↗ | — | — |
| LiveBench 241125 | not reported | 76.6% ↗ | — | — |
| LiveCodeBench v6 (25.02-25.05) | not reported | 68.7% ↗ | — | — |
| MMLU-Redux | not reported | 92.5% ↗ | — | — |
| OJBench | not reported | 29.7% ↗ | — | — |
| SuperGPQA | not reported | 60.8% ↗ | — | — |
| TAU2-Airline | not reported | 60.5% ↗ | — | — |
| TAU2-Retail | not reported | 67.8% ↗ | — | — |
| TAU2-Telecom | not reported | 43.9% ↗ | — | — |
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 Luna minus Qwen3-Next 80B-A3B Thinking 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 Luna | Qwen3-Next 80B-A3B Thinking | Edge |
|---|---|---|---|
| Context window | 1.1M tokens | 262K tokens | GPT-6 Luna |
| Max output | 128K tokens | — | — |
| Input price / 1M | $0.1 ↗ | $0.15 ↗ | GPT-6 Luna |
| Output price / 1M | $0.5 ↗ | $1.2 ↗ | GPT-6 Luna |
| Cached input / 1M | $0.01 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $0.6 | $1.35 | GPT-6 Luna |
| Modalities | text · vision | text | GPT-6 Luna |
| Released | 2026-09-22 | 2025-09-11 | — |
| Cited benchmark scores | 22 | 16 | — |
Reliability
Provider status
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Qwen3-Next 80B-A3B Thinking vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run GPT-6 Luna and Qwen3-Next 80B-A3B Thinking on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.