Compare / head-to-head
Muse Spark 1.3vs
Seed1.8
Muse Spark 1.3 and Seed1.8 do not yet share a public benchmark, so quality cannot be compared apples-to-apples. Seed1.8 is 2.4x cheaper per token. Muse Spark 1.3 has the larger context window (1.0M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0
no overlap yet
Cheaper per token
Seed1.8
2.4x cheaper, input + output
Larger context
Muse Spark 1.3
1.0M tokens
Providers
2 providers
Meta · ByteDance Seed
Muse Spark 1.3
Meta · released 2026-09-02
textvisionvideo
Quality
Benchmark matrix
0 shared · 29 only Muse Spark 1.3 · 16 only Seed1.8| Benchmark | Muse Spark 1.3 | Seed1.8 | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 0 | ||||
| No public benchmark is reported for both models yet. | ||||
| Only Muse Spark 1.3 reports · 29 | ||||
| LMArena Elo | 1494.3 ↗ | not reported | — | — |
| APEX-Agents (Mercor) | 57.8% ↗ | not reported | — | — |
| AutomationBench | 49.6% ↗ | not reported | — | — |
| Chess Puzzles (Epoch AI run) | 38% ↗epoch run | not reported | — | — |
| DeepSearchQA | 90.3% ↗ | not reported | — | — |
| DeepSWE v1.1 | 75.4% ↗ | not reported | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | 46.3% ↗epoch run | not reported | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 74.4% ↗epoch run | not reported | — | — |
| GDPval-AA v2 | 1754 ↗ | not reported | — | — |
| JobBench | 64.9% ↗ | not reported | — | — |
| LiveBench Agentic Coding (LiveBench) | 64.1% ↗ | not reported | — | — |
| LiveBench Coding (LiveBench) | 81.1% ↗ | not reported | — | — |
| LiveBench Data Analysis (LiveBench) | 79.6% ↗ | not reported | — | — |
| LiveBench Instruction Following (LiveBench) | 78% ↗ | not reported | — | — |
| LiveBench Language (LiveBench) | 82.8% ↗ | not reported | — | — |
| LiveBench Mathematics (LiveBench) | 95.9% ↗ | not reported | — | — |
| LiveBench Reasoning (LiveBench) | 89.7% ↗ | not reported | — | — |
| LMArena Agent (LMArena) | 0.04 ↗ | not reported | — | — |
| LMArena Vision (LMArena) | 1290.2 ↗ | not reported | — | — |
| LMArena WebDev (LMArena) | 1656.6 ↗ | not reported | — | — |
| MRCR 256K-512K | 98.5% ↗ | not reported | — | — |
| MRCR 512K-1M | 98.1% ↗ | not reported | — | — |
| Mystery Game Puzzles (Epoch AI run) | 25% ↗epoch run | not reported | — | — |
| OSWorld 2.0 (partial) | 66.9% ↗ | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 99.2% ↗epoch run | not reported | — | — |
| SimpleBench (SimpleBench) | 81.8% ↗ | not reported | — | — |
| SWE-Atlas Codebase QnA | 59.4% ↗ | not reported | — | — |
| Terminal-Bench 2.1 | 88.8% ↗ | not reported | — | — |
| Terminal-Bench 4.0 (Vals AI) | 24.7% ↗ | not reported | — | — |
| Only Seed1.8 reports · 16 | ||||
| SWE-bench Verified | not reported | 72.9% ↗ | — | — |
| MMLU-Pro | not reported | 84.9% ↗ | — | — |
| AIME-25 | not reported | 94.3% ↗ | — | — |
| ARC-AGI-1 | not reported | 67.9% ↗ | — | — |
| BFCL-v4 | not reported | 57.2% ↗ | — | — |
| BrowseComp-en | not reported | 67.6% ↗ | — | — |
| GPQA-Diamond | not reported | 83.8% ↗ | — | — |
| HLE (text-only, agentic search) | not reported | 40.9% ↗ | — | — |
| LiveCodeBench(v6) | not reported | 79.5% ↗ | — | — |
| MM-BrowseComp | not reported | 46.3% ↗ | — | — |
| Multi-SWE-Bench | not reported | 42% ↗ | — | — |
| MultiChallenge | not reported | 66.7% ↗ | — | — |
| OSWorld-Verified (XLANG) | not reported | 61.9% ↗ | — | — |
| Terminal Bench 2.0 | not reported | 45.2% ↗ | — | — |
| WideSearch | not reported | 63.8% ↗ | — | — |
| τ2-Bench | not reported | 72% ↗ | — | — |
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 Muse Spark 1.3 minus Seed1.8 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 | Muse Spark 1.3 | Seed1.8 | Edge |
|---|---|---|---|
| Context window | 1.0M tokens | 256K tokens | Muse Spark 1.3 |
| Max output | — | 64K tokens | — |
| Input price / 1M | $1.25 ↗ | $0.25 ↗ | Seed1.8 |
| Output price / 1M | $4.25 ↗ | $2 ↗ | Seed1.8 |
| Cached input / 1M | $0.15 ↗ | $0.05 ↗ | Seed1.8 |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $5.5 | $2.25 | Seed1.8 |
| Modalities | text · vision · video | text · vision · video | Tie |
| Released | 2026-09-02 | 2025-12-18 | — |
| Cited benchmark scores | 29 | 16 | — |
Reliability
Provider status
Live from /statusMore matchups
Muse Spark 1.3 vs …
Models sharing the most benchmarksMore matchups
Seed1.8 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Muse Spark 1.3 and Seed1.8 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.