Gemma 4 12B vs Muse Spark 1.2

Benchmark Performance

Available Benchmarks

No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.
FieldAt a Glance
Google Deepmind · activeGemma 4 12BVerified Sep 3, 2026
Meta · previewMuse Spark 1.2Verified Sep 3, 2026

Technical Differences

Side-by-Side Facts

Indexable
FieldGemma 4 12BMuse Spark 1.2
DeveloperGoogle DeepmindMeta
FamilyGemma 4Muse Spark
ModelGemma 4 12BMuse Spark 1.2
VersionGemma 4 12BMuse Spark 1.2
Lifecycleactivepreview
Released2026-05-232026-08-05
Knowledge cutoffUnknownUnknown
Input modalitiesText, Image, Video, AudioText, Image, Video, Audio
Output modalitiesTextText
Context window262,144Unknown
Total parameters12,000,000,000Unknown
Active parametersUnknownUnknown
Licenseapache-2.0Unknown
Open weightsYesNo
API availableYesYes
Self-hostableYesNo
Provider accessTogether Ai (Standard)Unknown
Capabilitieschat, generation, reasoning, structured_outputs, toolschat, computer-use, generation, reasoning, research, structured_outputs, tools

12 comparable fields · 9 material differences · Pair passes the primary-source comparison gate

Gemma 4 12B Capabilities

chatgenerationreasoningstructured outputstools
Input price
Output price
Serving providers1
Canonical IDgoogle/gemma-4-12B-it

Muse Spark 1.2 Capabilities

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

Internal Comparison Graph

Related Comparisons

All audio comparisons →
APairBContext
vsfamily variantsaudio, image, text, video
vscross-developer peersimage, text
vsfamily variantsimage, text
vscross-developer peersaudio, image, text, video
vsfamily variantsaudio, image, text, video
vsfamily variantsaudio, image, text, video
vscross-developer peersaudio, image, text, video
vscross-developer peersaudio, image, text, video
vscross-developer peersaudio, image, text, video
vscross-developer peersimage, text, video
vscross-developer peersaudio, image, text
vsfamily variantsimage, text

Primary Evidence

Sources and Freshness

Questions

Gemma 4 12B vs Muse Spark 1.2 FAQs

Is Gemma 4 12B or Muse Spark 1.2 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Gemma 4 12B and Muse Spark 1.2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Gemma 4 12B or Muse Spark 1.2?+

Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.

Which has a larger context window, Gemma 4 12B or Muse Spark 1.2?+

Neither model has a larger sourced context window in this comparison. Gemma 4 12B is 262,144 and Muse Spark 1.2 is —.

Which performs better in benchmarks, Gemma 4 12B or Muse Spark 1.2?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Gemma 4 12B or Muse Spark 1.2 be self-hosted?+

Gemma 4 12B is the only model in this pair currently marked as self-hostable. Gemma 4 12B is open weight; Muse Spark 1.2 is not marked open weight.

Can Gemma 4 12B and Muse Spark 1.2 understand images?+

Gemma 4 12B 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, Gemma 4 12B or Muse Spark 1.2?+

Neither has a larger sourced maximum output. Gemma 4 12B is — and Muse Spark 1.2 is —.

Do Gemma 4 12B and Muse Spark 1.2 support reasoning and tool use?+

Gemma 4 12B: 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, Gemma 4 12B or Muse Spark 1.2?+

Gemma 4 12B has 1 sourced provider route; Muse Spark 1.2 has 0, so Gemma 4 12B has broader tracked availability.

Which offers better value, Gemma 4 12B 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.

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