Muse Spark 1.2 vs Grok 4.6

Model Markets Rankings

Intelligence, Cost, and Efficiency

All rankings →
RankingMuse Spark 1.2Grok 4.6
CostLower is better · Published-token output estimateUnrankedNot in the 36-model eligible cohort#18 of 36$0.097 per LiveBench case

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

BenchmarkMuse Spark 1.2Grok 4.6
LMArena Agent Arenaagent-2026-08-31-011508720696 · outcome_score · leader0.9795% of row best · score · Muse Spark 1.2 (xHigh); 95% CI [-0.15615379, 2.09143176]; sessions 18416; observations 735300; rank 295.76100% of row best · score · Grok 4.6 (xHigh); 95% CI [4.47058991, 7.04827601]; sessions 15090; observations 1574671; rank 16
LMArena Text Arenatext-2026-09-01-011508720696 · arena_rating · leader1,488.47100% of row best · rating · muse-spark-1.2 (xHigh); 95% CI [1478.00612479, 1498.93408698]; votes 3244; rank 81,443.7597% of row best · rating · grok-4.6-high; 95% CI [1433.62910542, 1453.86294509]; votes 3453; rank 55
LiveBench2026-06-25 · overall · leader81.88100% of row best · percent · muse-spark-1.2-xhigh · 18,700 output tokens / case82.17100% of row best · percent · grok-4.6 · 16,154 output tokens / case
Overall ResultCounted from the protocol-matched rows above1 benchmark win2 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.

FieldAt a Glance
Meta · previewMuse Spark 1.2Verified Sep 3, 2026
xAI · activeGrok 4.6Verified Aug 29, 2026

Technical Differences

Side-by-Side Facts

Indexable
FieldMuse Spark 1.2Grok 4.6
DeveloperMetaxAI
FamilyMuse SparkGrok 4
ModelMuse Spark 1.2Grok 4.6
VersionMuse Spark 1.2Grok 4.6
Lifecyclepreviewactive
Released2026-08-05Unknown
Knowledge cutoffUnknown2026-02-01
Input modalitiesText, Image, Video, AudioText, Image
Output modalitiesTextText
Context windowUnknown500K
Total parametersUnknownUnknown
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessUnknownXai (Standard)
Capabilitieschat, computer-use, generation, reasoning, research, structured_outputs, toolschat, generation, reasoning, tools

11 comparable fields · 7 material differences · Pair passes the primary-source comparison gate

Muse Spark 1.2 Capabilities

chatcomputer-usegenerationreasoningresearchstructured outputstools
Input price
Output price
Serving providers0
Canonical IDmeta-llama/muse-spark-1.2

Grok 4.6 Capabilities

chatgenerationreasoningtools
Input price$2.00
Output price$6.00
Serving providers1
Canonical IDxai/grok-4.6

Internal Comparison Graph

Related Comparisons

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Primary Evidence

Sources and Freshness

Questions

Muse Spark 1.2 vs Grok 4.6 FAQs

Is Muse Spark 1.2 or Grok 4.6 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Muse Spark 1.2 and Grok 4.6, 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 4.6?+

Only Grok 4.6 has a directly sourced input price: $2.00 per million tokens. Only Grok 4.6 has a directly sourced output price: $6.00 per million tokens.

Which has a larger context window, Muse Spark 1.2 or Grok 4.6?+

Neither model has a larger sourced context window in this comparison. Muse Spark 1.2 is — and Grok 4.6 is 500K.

Which performs better in benchmarks, Muse Spark 1.2 or Grok 4.6?+

Grok 4.6 leads the current overall benchmark count. The result uses 3 protocol-matched benchmarks from 2 publishers; it is not a universal quality score.

Can Muse Spark 1.2 or Grok 4.6 be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. Muse Spark 1.2 is not marked open weight; Grok 4.6 is not marked open weight.

Can Muse Spark 1.2 and Grok 4.6 understand images?+

Muse Spark 1.2 is documented with image input; Grok 4.6 is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Muse Spark 1.2 or Grok 4.6?+

Neither has a larger sourced maximum output. Muse Spark 1.2 is — and Grok 4.6 is —.

Do Muse Spark 1.2 and Grok 4.6 support reasoning and tool use?+

Muse Spark 1.2: reasoning, tool calling, and image input. Grok 4.6: 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 4.6?+

Muse Spark 1.2 has 0 sourced provider routes; Grok 4.6 has 1, so Grok 4.6 has broader tracked availability.

Which offers better value, Muse Spark 1.2 or Grok 4.6?+

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.

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