Muse Spark 1.2 vs Grok 4.5
Why this pair: Frontier agentic coding models from Meta and xAI
Model Markets Rankings
Intelligence, Cost, and Efficiency
| Ranking | Muse Spark 1.2 | Grok 4.5 |
|---|---|---|
| IntelligenceHigher is better · MM Intelligence v1.2 | UnrankedNot in the 22-model eligible cohort | #15 of 2260.5 score |
| CostLower is better · Published-token output estimate | UnrankedNot in the 36-model eligible cohort | #14 of 36$0.063 per LiveBench case |
| EfficiencyHigher is better · MM Efficiency v1.0 | UnrankedNot in the 22-model eligible cohort | #6 of 2257.3 score |
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 | Muse Spark 1.2 | Grok 4.5 |
|---|---|---|
| LMArena Agent Arenaagent-2026-08-31-011508720696 · outcome_score · leader | 0.9795% of row best · score · Muse Spark 1.2 (xHigh); 95% CI [-0.15615379, 2.09143176]; sessions 18416; observations 735300; rank 29 | 6.06100% of row best · score · Grok 4.5; 95% CI [4.91016619, 7.21148996]; sessions 34008; observations 1655564; rank 13 |
| LMArena Text Arenatext-2026-09-01-011508720696 · arena_rating · leader | 1,488.47100% of row best · rating · muse-spark-1.2 (xHigh); 95% CI [1478.00612479, 1498.93408698]; votes 3244; rank 8 | 1,451.8298% of row best · rating · grok-4.5; 95% CI [1446.90989155, 1456.73122428]; votes 25873; rank 39 |
| LMArena Vision Arenavision-2026-08-27-011508720696 · arena_rating · statistical tie | 1,304.12100% of row best · rating · muse-spark-1.2 (xHigh); 95% CI [1289.37421867, 1318.87511042]; votes 1844; rank 12 | 1,291.1199% of row best · rating · grok-4.5; 95% CI [1282.25469345, 1299.96666150]; votes 6401; rank 22 |
| LiveBench2026-06-25 · overall · leader | 81.88100% of row best · percent · muse-spark-1.2-xhigh · 18,700 output tokens / case | 80.0198% of row best · percent · grok-4.5 · 10,517 output tokens / case |
| Overall ResultCounted from the protocol-matched rows above · 1 tie | 2 benchmark winsOverall lead | 1 benchmark win |
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 | Muse Spark 1.2 | Grok 4.5 |
|---|---|---|
| Developer | Meta | xAI |
| Family | Muse Spark | Grok 4 |
| Model | Muse Spark 1.2 | Grok 4.5 |
| Version | Muse Spark 1.2 | Grok 4.5 |
| Lifecycle | preview | active |
| Released | 2026-08-05 | 2026-07-16 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image, Video, Audio | Text, Image |
| Output modalities | Text | Text |
| Context window | Unknown | 500K |
| Total parameters | Unknown | Unknown |
| Active parameters | Unknown | Unknown |
| License | Unknown | Unknown |
| Open weights | No | No |
| API available | Yes | Yes |
| Self-hostable | No | No |
| Provider access | Unknown | Xai (Standard) |
| Capabilities | chat, computer-use, generation, reasoning, research, structured_outputs, tools | chat, generation, reasoning, structured_outputs, tools |
12 comparable fields · 8 material differences · Editorially curated pair passes the primary-source comparison gate
Muse Spark 1.2 Capabilities
Grok 4.5 Capabilities
Internal Comparison Graph
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|---|---|---|---|
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Muse Spark 1.2Meta | vs | Hy4 previewTencent | cross-developer peerstext |
Seed 2.1 ProByteDance Seed | vs | Muse Spark 1.2Meta | cross-developer peersimage, text, video |
Muse Spark 1.2Meta | vs | Mistral Large 3Mistral AI | cross-developer peersimage, text |
Primary Evidence
Sources and Freshness
Questions
Muse Spark 1.2 vs Grok 4.5 FAQs
Is Muse Spark 1.2 or Grok 4.5 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Muse Spark 1.2 and Grok 4.5, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Muse Spark 1.2 or Grok 4.5?+
Only Grok 4.5 has a directly sourced input price: $2.00 per million tokens. Only Grok 4.5 has a directly sourced output price: $6.00 per million tokens.
Which has a larger context window, Muse Spark 1.2 or Grok 4.5?+
Neither model has a larger sourced context window in this comparison. Muse Spark 1.2 is — and Grok 4.5 is 500K.
Which performs better in benchmarks, Muse Spark 1.2 or Grok 4.5?+
Muse Spark 1.2 leads the current overall benchmark count. The result uses 4 protocol-matched benchmarks from 2 publishers; it is not a universal quality score.
Can Muse Spark 1.2 or Grok 4.5 be self-hosted?+
Both models have the same recorded self-hosting status: unsupported. Muse Spark 1.2 is not marked open weight; Grok 4.5 is not marked open weight.
Can Muse Spark 1.2 and Grok 4.5 understand images?+
Muse Spark 1.2 is documented with image input; Grok 4.5 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Muse Spark 1.2 or Grok 4.5?+
Neither has a larger sourced maximum output. Muse Spark 1.2 is — and Grok 4.5 is —.
Do Muse Spark 1.2 and Grok 4.5 support reasoning and tool use?+
Muse Spark 1.2: reasoning, tool calling, and image input. Grok 4.5: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Muse Spark 1.2 or Grok 4.5?+
Muse Spark 1.2 has 0 sourced provider routes; Grok 4.5 has 1, so Grok 4.5 has broader tracked availability.
Which offers better value, Muse Spark 1.2 or Grok 4.5?+
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.