MiniMax M3 vs Muse Spark 1.2
Model Markets Rankings
Intelligence, Cost, and Efficiency
| Ranking | MiniMax-M3 | Muse Spark 1.2 |
|---|---|---|
| CostLower is better · Published-token output estimate | #4 of 36$0.017 per LiveBench case | UnrankedNot in the 36-model eligible cohort |
Ranks come from the current complete eligible cohorts. Green highlights appear only when both models are ranked in the same metric. Missing required inputs remain unranked, and the three dimensions are not collapsed into an overall winner.
Benchmark Performance
Available Benchmarks
| Benchmark | MiniMax-M3 | Muse Spark 1.2 |
|---|---|---|
| LMArena Text Arenatext-2026-09-01-011508720696 · arena_rating · leader | 1,435.2096% of row best · rating · minimax-m3; 95% CI [1430.86827835, 1439.53977389]; votes 44544; rank 77 | 1,488.47100% of row best · rating · muse-spark-1.2 (xHigh); 95% CI [1478.00612479, 1498.93408698]; votes 3244; rank 8 |
| LMArena Vision Arenavision-2026-08-27-011508720696 · arena_rating · leader | 1,255.4296% of row best · rating · minimax-m3; 95% CI [1247.93588333, 1262.90862002]; votes 13390; rank 44 | 1,304.12100% of row best · rating · muse-spark-1.2 (xHigh); 95% CI [1289.37421867, 1318.87511042]; votes 1844; rank 12 |
| LiveBench2026-06-25 · overall · leader | 70.2686% of row best · percent · minimax-m3 · 15,530 output tokens / case | 81.88100% of row best · percent · muse-spark-1.2-xhigh · 18,700 output tokens / case |
| Overall ResultCounted from the protocol-matched rows above | 0 benchmark wins | 3 benchmark winsOverall lead |
Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.
Technical Differences
Side-by-Side Facts
| Field | MiniMax-M3 | Muse Spark 1.2 |
|---|---|---|
| Developer | MiniMax | Meta |
| Family | Minimax M3 | Muse Spark |
| Model | MiniMax-M3 | Muse Spark 1.2 |
| Version | MiniMax-M3 | Muse Spark 1.2 |
| Lifecycle | active | preview |
| Released | 2026-06-01 | 2026-08-05 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image | Text, Image, Video, Audio |
| Output modalities | Text | Text |
| Context window | 1,049K | Unknown |
| Total parameters | 427B | Unknown |
| Active parameters | 23B | Unknown |
| License | other | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Deepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard) | Unknown |
| Capabilities | chat, generation, reasoning, tools | chat, computer-use, generation, reasoning, research, structured_outputs, tools |
12 comparable fields · 10 material differences · Pair passes the primary-source comparison gate
MiniMax M3 Capabilities
Muse Spark 1.2 Capabilities
Internal Comparison Graph
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Primary Evidence
Sources and Freshness
Questions
MiniMax M3 vs Muse Spark 1.2 FAQs
Is MiniMax M3 or Muse Spark 1.2 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both MiniMax M3 and Muse Spark 1.2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, MiniMax M3 or Muse Spark 1.2?+
Only MiniMax M3 has a directly sourced input price: $0.28 per million tokens. Only MiniMax M3 has a directly sourced output price: $1.10 per million tokens.
Which has a larger context window, MiniMax M3 or Muse Spark 1.2?+
Neither model has a larger sourced context window in this comparison. MiniMax M3 is 1,049K and Muse Spark 1.2 is —.
Which performs better in benchmarks, MiniMax M3 or Muse Spark 1.2?+
Muse Spark 1.2 leads the current overall benchmark count. The result uses 3 protocol-matched benchmarks from 2 publishers; it is not a universal quality score.
Can MiniMax M3 or Muse Spark 1.2 be self-hosted?+
MiniMax M3 is the only model in this pair currently marked as self-hostable. MiniMax M3 is open weight; Muse Spark 1.2 is not marked open weight.
Can MiniMax M3 and Muse Spark 1.2 understand images?+
MiniMax M3 is documented with image input; Muse Spark 1.2 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, MiniMax M3 or Muse Spark 1.2?+
Neither has a larger sourced maximum output. MiniMax M3 is — and Muse Spark 1.2 is —.
Do MiniMax M3 and Muse Spark 1.2 support reasoning and tool use?+
MiniMax M3: reasoning, tool calling, and image input. Muse Spark 1.2: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, MiniMax M3 or Muse Spark 1.2?+
MiniMax M3 has 5 sourced provider routes; Muse Spark 1.2 has 0, so MiniMax M3 has broader tracked availability.
Which offers better value, MiniMax M3 or Muse Spark 1.2?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.