Compare / head-to-head
Dola Seed 2.0 Litevs
GPT-6 Luna
GPT-6 Luna leads 2 of 2 shared benchmarks. GPT-6 Luna is 3.8x 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
0 – 2
GPT-6 Luna leads
Cheaper per token
GPT-6 Luna
3.8x cheaper, input + output
Larger context
GPT-6 Luna
1.1M tokens
Providers
2 providers
ByteDance Seed · OpenAI
Dola Seed 2.0 Lite
ByteDance Seed · released 2026-02-14
textvisionaudiovideo
GPT-6 Luna
OpenAI · released 2026-09-22
textvision
Quality
Benchmark matrix
2 shared · 13 only Dola Seed 2.0 Lite · 20 only GPT-6 Luna| Benchmark | Dola Seed 2.0 Lite | GPT-6 Luna | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 2 | ||||
| GPQA Diamond | 85.1% ↗ | 90.5% ↗epoch run | -5.4 pt | GPT-6 Luna |
| SimpleQA Verified | 24% ↗ | 41.4% ↗epoch run | -17.4 pt | GPT-6 Luna |
| Only Dola Seed 2.0 Lite reports · 13 | ||||
| MMLU-Pro | 87.7% ↗ | not reported | — | — |
| AIME 2025 | 93% ↗ | not reported | — | — |
| ARC-AGI-2 | 14.8% ↗ | not reported | — | — |
| BrowseComp | 72.1% ↗ | not reported | — | — |
| HLE (no tool, text only) | 28.2% ↗ | not reported | — | — |
| LiveCodeBench (v6) | 81.7% ↗ | not reported | — | — |
| MMMU | 83.7% ↗ | not reported | — | — |
| SWE Bench Verified | 73.5% ↗ | not reported | — | — |
| SWE Multilingual | 64.4% ↗ | not reported | — | — |
| SWE-Bench Pro | 46% ↗ | not reported | — | — |
| Terminal Bench 2.0 (Terminus2) | 45% ↗ | not reported | — | — |
| WideSearch | 74.5% ↗ | not reported | — | — |
| τ2-Bench (retail) | 90.9% ↗ | not reported | — | — |
| Only GPT-6 Luna reports · 20 | ||||
| LMArena Elo | not reported | 1442.9 ↗ | — | — |
| APEX-Agents (Mercor) | not reported | 44.3% ↗ | — | — |
| Chess Puzzles (Epoch AI run) | not reported | 31% ↗epoch run | — | — |
| DeepSWE v1.1 | not reported | 66.6% ↗ | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | not reported | 56.1% ↗epoch run | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | not reported | 78.9% ↗epoch run | — | — |
| Furniture Assembly (Epoch AI run) | not reported | 44.2% ↗epoch run | — | — |
| LiveBench Agentic Coding (LiveBench) | not reported | 51.2% ↗ | — | — |
| LiveBench Coding (LiveBench) | not reported | 79% ↗ | — | — |
| LiveBench Data Analysis (LiveBench) | not reported | 73.4% ↗ | — | — |
| LiveBench Instruction Following (LiveBench) | not reported | 55.9% ↗ | — | — |
| LiveBench Language (LiveBench) | not reported | 73.8% ↗ | — | — |
| LiveBench Mathematics (LiveBench) | not reported | 89.1% ↗ | — | — |
| LiveBench Reasoning (LiveBench) | not reported | 81.8% ↗ | — | — |
| LMArena Agent (LMArena) | not reported | 0.0135 ↗ | — | — |
| LMArena WebDev (LMArena) | not reported | 1578.7 ↗ | — | — |
| Mystery Game Puzzles (Epoch AI run) | not reported | 7% ↗epoch run | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | not reported | 98.9% ↗epoch run | — | — |
| SAGE (Vals AI) | not reported | 48.1% ↗ | — | — |
| Terminal-Bench 4.0 (Vals AI) | not reported | 13.6% ↗ | — | — |
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 Dola Seed 2.0 Lite minus GPT-6 Luna 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 | Dola Seed 2.0 Lite | GPT-6 Luna | Edge |
|---|---|---|---|
| Context window | 256K tokens | 1.1M tokens | GPT-6 Luna |
| Max output | 128K tokens | 128K tokens | Tie |
| Input price / 1M | $0.25 ↗ | $0.1 ↗ | GPT-6 Luna |
| Output price / 1M | $2 ↗ | $0.5 ↗ | GPT-6 Luna |
| Cached input / 1M | $0.05 ↗ | $0.01 ↗ | GPT-6 Luna |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $2.25 | $0.6 | GPT-6 Luna |
| Modalities | text · vision · audio · video | text · vision | Dola Seed 2.0 Lite |
| Released | 2026-02-14 | 2026-09-22 | — |
| Cited benchmark scores | 15 | 22 | — |
Reliability
Provider status
Live from /statusMore matchups
Dola Seed 2.0 Lite vs …
Models sharing the most benchmarksMore matchups
GPT-6 Luna vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Dola Seed 2.0 Lite and GPT-6 Luna on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.