Muse Spark 1.2
Muse Spark 1.2Alternatives?
CheaperMiMo v2.6 ProthinkingOpen+1.6-73%$0.13No PDF input+4
BetterGPT-5.6 Solhigh+2.3+300%$0.81
OpenGLM 5.3max+3+7%$2.01No image input+5
CheaperGemini 3.8 Flashhighsame-25%*$3.49Sampling parameters are ignored+1
CheaperKimi K2.6unstatedOpensame-14%$0.95 / $4Context: 1M → 256KMiMo v2.6 ProthinkingOpen+1.6-73%$0.13No PDF input+4Gemini 3.8 Flashhighsame-25%*$3.49Sampling parameters are ignored+1Kimi K2.6unstatedOpensame-14%$0.95 / $4Context: 1M → 256K
MiniMax M3unstatedOpensame-74%$0.30 / $1.20Context: 1M → 524K+2
Qwen3.8 27BunstatedOpensame-52%$0.42 / $2.55Context: 1M → 262K+5GPT-5.6 Solhigh+2.3+300%$0.81GPT-6 Astrahigh+3.5+900%$1.73Monitoring can return HTTP 403+2
Claude Opus 5.5high+3.8+300%$1.82No forced tool use+5GLM 5.3maxOpen+3+7%$2.01No image input+5GPT-5.5xhigh+2.5+463%$2.10Prompts with >272K input tokensGLM 5.3maxOpen+3+7%$2.01No image input+5Kimi K3unstatedOpen+2.4+200%$3 / $15Sampling parameters are fixed+3MiMo v2.6 ProthinkingOpen+1.6-73%$0.13No PDF input+4
DeepSeek V4 Pro 0813highOpensamesame$1.32 / $3.96No image input+6GLM 5.2maxOpensame+7%$1.28No image input+1Muse Wonderhigh+2—$4 / $20Only auto tool_choice is supported+5Muse Spark 1.1highsame—$1.25 / $4.25Only n=1 · Meta / Chat Completions+1Muse Spark 1.3highsame—$1.25 / $4.25Only auto tool_choice is supported+5Muse Wonder Fulln/a——Only in Muse CodeMuse Glimmer 30BhighOpenn/a—$0.058Context: 1M → 131KMuse Sparkthinkingn/a—$1.25 / $4.25Only n=1 · Meta / Chat Completions+1Llama 4 Mavericknon-thinkingOpenn/a—$0.038No PDF inputLlama 4 Scoutnon-thinkingOpenn/a—$0.11No PDF inputAll Meta models →History
4 versionsBenchmarks
in Writing & LanguageWatch out 2
Only auto tool_choice is supported›
tool_choice none, required or a named function returns HTTP 400; use auto and handle either a tool call or text. Source ↗
Reasoning cannot be disabled›
Muse Wonder and Muse Spark do not support disabling reasoning with none; keep reasoning enabled. Source ↗
FAQ
How much does Muse Spark 1.2 cost?›
$1.25 per 1M input tokens and $4.25 per 1M output tokens; cached input $0.15 per 1M.
Is Muse Spark 1.2 free to use?›
There is no free API; the cheapest paid price is $1.25 per 1M input tokens.
How good is Muse Spark 1.2, and what is it best at?›
#24 of 336 in Chat & Knowledge, #43 of 134 in Coding, #44 of 135 in Agents & Tool Use, #38 of 197 in Writing & Language, #11 of 37 in Vision & Documents. Strongest at: Agents & work tasks, Reasoning, Science, Long context, Knowledge.
Is Muse Spark 1.2 better than Muse Spark 1.1?›
On Lech Mazur Short-Story, Muse Spark 1.2 scores -0.1 vs 0.7 — about the same.
How can I use Muse Spark 1.2?›
Through the API of Meta.
What is the context window of Muse Spark 1.2?›
1M tokens, with up to 944K output tokens.
When was Muse Spark 1.2 released? Is there a newer version?›
Released 2026-08-05. It has been superseded by Muse Spark 1.3.
Is Muse Spark 1.2 open source?›
No, Muse Spark 1.2 is a closed model available through an API. The closest open-weights option here is GLM 5.3.
Can Muse Spark 1.2 read images?›
It accepts text and images, PDF files, video as input.
What is Muse Spark 1.2?›
Muse Spark 1.2 is a closed language model from Meta, released Aug 2026, the successor to Muse Spark 1.1.
What are the best alternatives to Muse Spark 1.2?›
MiMo v2.6 Pro (cheaper), GPT-5.6 Sol (better), GLM 5.3 (open weights).