Muse Spark 1.2 (xhigh)
MetaProprietary
Description
Muse Spark 1.2 is Meta Superintelligence Labs' proprietary multimodal reasoning model for long-horizon coding and whole-repository agentic work. It supports a 1,048,576-token context window and is available through the Meta Model API in standard and contributor tiers. The contributor endpoint offers discounted inference in exchange for allowing prompts and completions to be used to improve Meta's products; ZeroEval routes to that endpoint while distinguishing its conditional pricing from the standard tier.
Release Date
2026-08-05
Parameters
—
Context Length
1.0M
Modalities
audio, image, pdf, text, video
Capability Radar
41
general
70
coding
90
reasoning
70
science
80
agents
90
multimodal
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Code Ranking | 69 | 88.0 | AA |
| General Ranking | 97 | 67.0 | AA |
| Math Reasoning | 30 | 91.0 | LB |
| Reasoning | 15 | 90.0 | LB |
| Science | 33 | 84.0 | AA |
Benchmark Scores (LLM Stats)
(LLM Stats (zeroeval))Code
Meta Internal Coding Bench
70.6%SR
DeepSWE 1.1
59.3%SR
Reasoning
Terminal-Bench 2.1
82.9%SR
AA Evaluation Indices
(Artificial Analysis)Gpqa(NYU + Cohere + Anthropic (2023))90.4
Terminalbench V2 180.1
Lcr(Artificial Analysis)79.0
Coding Index(Artificial Analysis)72.2
Scicode(UIUC + Argonne National Lab (2024))57.4
Hle(Center for AI Safety + Scale AI (2025))45.5
Intelligence Index(Artificial Analysis)39.6
Tau Banking34.8
Terminalbench V4 07.1
LLM Stats Category Scores
(LLM Stats (zeroeval))Reasoning80
Tool Calling80
General70
Agents70
Code70
Pricing
Input Price$1.25 / 1M tokens
Output Price$4.25 / 1M tokens
Blended Price (3:1)$2 / 1M tokens
Cache Read Price$0.15 / 1M tokens
Speed
Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s
Provider Price Ranking
Provider Price Ranking
15 providers
Cheapest: Meta Model APIMost Expensive: AIHubMix
ProviderInputOutput
1Meta Model APICheapest
$0
$0
2MetaPRIMARY
$1.25
$4.25
3NanoGPT
$1.25
$4.25
4Abacus
$1.25
$4.25
5OpenRouter
$1.25
$4.25
6Kilo Gateway
$1.25
$4.25
7OpenCode Zen
$1.25
$4.25
8Vercel AI Gateway
$1.25
$4.25
9DevPass (LLM Gateway)
$1.25
$4.25
10OrcaRouter
$1.25
$4.25
11Merge Gateway
$1.25
$4.25
12EmpirioLabs AI
$1.25
$4.25
13LLM Gateway
$1.25
$4.25
14Opper
$1.25
$4.25
15AIHubMix
$1.375
$4.675
Compare pricing across different API providers for this model.