Gemma 3 vs Muse Spark 1.1
Google Gemma 3 | Meta Muse Spark 1.1 | |
|---|---|---|
| Overview | ||
| Company | Meta | |
| Release date | Mar 12 2025 | Jul 9 2026 |
| Access | Open Weight | Proprietary |
| Benchmarks | ||
Agentic coding SWE-Bench ProCan the AI fix real bugs in real software? It's handed actual problems from open-source projects and has to write code that genuinely solves them. Higher is better. | — | 61.5% |
Agentic coding DeepSWE 1.1Artificial Analysis' independent test of deep, agentic software-engineering work — the AI has to plan and carry out substantial coding tasks end to end. (Version 1.1 of the test.) Higher is better. | — | 53.3% |
Agentic terminal coding Terminal-Bench 2.1Can the AI work in a command-line terminal — running commands and finishing technical setup tasks the way a developer would? Higher is better. | — | 80% |
Multi-step tool use MCP AtlasCan the AI chain together many tools and steps to complete one bigger task, rather than doing just a single thing? Higher is better. | — | 88.1% |
Professional tool use JobBenchTests the AI on professional workplace tasks that require using real work tools — the kind of multi-step jobs an office worker handles. Higher is better. | — | 54.7% |
Personal tool use Toolathlon-VerifiedTests how well the AI uses everyday personal tools and apps to get things done — a human-checked version of Toolathlon. Higher is better. | — | 75.6% |
Multidisciplinary reasoning Humanity's Last Exam · with toolsHumanity's Last Exam — extremely hard expert questions across many subjects. “With tools” means the AI is allowed to search the web or run code while answering. Higher is better. | — | 62.1% |
Agentic computer use OSWorld-VerifiedCan the AI actually operate a computer — clicking, typing, and using real apps — to finish tasks on its own? Higher is better. | — | 80.8% |
Agentic financial analysis Finance Agent v2Tests the AI on real financial-analysis work, like digging through reports and making sound decisions. Higher is better. | — | 57.2% |
Agentic legal work Harvey's Legal Agent BenchmarkHarvey's test of whether an AI agent can complete real legal work — drafting and reviewing documents, working with spreadsheets and presentations, and navigating files the way a lawyer's assistant would. Higher is better. | — | 20% |
Tax questions TaxEval v2A set of real tax questions created by Vals AI — can the AI give accurate answers about tax rules and filings? Higher is better. | — | 79.72% |
Medical admin work MedScribeCan the AI support doctors with their administrative work, like notes and paperwork? Created by Vals AI. Higher is better. | — | 88.89% |
Chart reasoning CharXiv ReasoningCan the AI read and reason about complex charts and figures, not just text? Higher is better. | — | 88.4% |
Visual reasoning BabyVisionTests core visual reasoning — seeing and understanding images the way even young children can, which AIs often find surprisingly hard. Higher is better. | — | 76.3% |
Community preference Arena Elo (Text)Real people chat with two anonymous AIs side by side and vote for the answer they prefer. Votes become a chess-style Elo rating on arena.ai — it measures which AI people actually like, not test scores. Higher is better. | — | 1490 |
Community preference (code) Arena Elo (Code)Like the text arena, but people vote on which AI writes better code. The votes become a chess-style Elo rating on arena.ai. Higher is better. | — | 1540 |
| Timeline | ||
| Release gap | Gemma 3 shipped 484 days before Muse Spark 1.1 | |
Which is better: Gemma 3 or Muse Spark 1.1?
Gemma 3 and Muse Spark 1.1 don't publish scores on any of the same benchmarks, so there's no direct head-to-head comparison. Gemma 3 shipped 484 days before Muse Spark 1.1, so benchmark comparisons should account for the intervening progress.
Gemma 3 is open weight, while Muse Spark 1.1 is proprietary.
Direct benchmark comparisons are unavailable — Gemma 3 and Muse Spark 1.1 don't publish scores on any of the same benchmarks.
Frequently asked questions
Gemma 3 was released by Google on Mar 12 2025.
Muse Spark 1.1 was released by Meta on Jul 9 2026.
Gemma 3 is an open weight model released by Google. Muse Spark 1.1 is a proprietary model released by Meta.
Other comparisons
Gemma 3 vs Claude Sonnet 5Muse Spark 1.1 vs Claude Sonnet 5Gemma 3 vs GPT-5.6 SolMuse Spark 1.1 vs GPT-5.6 SolGemma 3 vs Grok 4.5Muse Spark 1.1 vs Grok 4.5Gemma 3 vs DeepSeek-V4-ProMuse Spark 1.1 vs DeepSeek-V4-ProGemma 3 vs Mistral Medium 3.5Muse Spark 1.1 vs Mistral Medium 3.5Gemma 3 vs Kimi K2.7 CodeMuse Spark 1.1 vs Kimi K2.7 Code