AI Coding Live News

Meta Re-Architects Muse Spark 1.3: Linear Attention & Diffusion Decoding Yield 3.8x Speedup

Meta overhauled the inference engine for Muse Spark 1.3, combining sub-quadratic linear attention with lossless parallel diffusion decoding. The upgrade delivers a 3.8x throughput increase and 50% memory reduction during long-horizon agent coding workflows.

Key Takeaways

  • Pairs linear attention with diffusion decoding to achieve 3.8x generation throughput
  • Cuts VRAM footprints by half, enabling massive context generation on consumer GPUs
  • Cements Meta open-weights dominance across edge and high-concurrency developer systems
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LMArena: Muse Spark 1.3 Max hits #13 on Agent Arena (+4.2%); Code to #15

LMArena reports Muse Spark 1.3 (Max) at #13 on Agent Arena with +4.2% net improvement across 8.7K+ real agentic sessions — a 17-rank climb from Muse Spark 1.2 (xHigh) at #30. Code, Work, and Chat all improved, with Code moving to #15 (+4.3%).

Key Takeaways

  • #13 on Agent Arena with +4.2% net improvement over 8.7K+ sessions.
  • 17-rank climb from Muse Spark 1.2 (xHigh) at #30.
  • Code reaches #15 (+4.3%); Work and Chat also improve.
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Cline adds free Meta Muse Spark 1.3 Contributor: near Opus 5, much cheaper

Cline says Meta’s Muse Spark 1.3 Contributor model is now free inside Cline. Benchmarks are described as similar to Opus 5 while remaining considerably more affordable for coding-agent workflows.

Key Takeaways

  • Muse Spark 1.3 Contributor is free in Cline.
  • Benchmarks described as near Opus 5 at much lower cost.
  • Practical high-value default for coding agents.
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Meta’s Muse Spark 1.3 is now available in Cursor

Cursor announced that Muse Spark 1.3 from Meta is now available in the Cursor coding agent, so users can select the model directly in the product.

Key Takeaways

  • Cursor announced that Muse Spark 1.3 from Meta is now available in the Cursor coding agent, so users can select the model directly in the product.
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Meta Rolls Out Muse Spark 1.3 With Frontier Coding Performance Almost Too Cheap to Meter

Mark Zuckerberg announced Muse Spark 1.3 in Muse Code and the Meta Model API, calling it Meta’s biggest jump yet on coding and agentic work, with frontier performance almost too cheap to meter. Meta Superintelligence Labs followed with a 1.3 max reasoning tier for even stronger coding agents, and teased upcoming open-weight releases.

Key Takeaways

  • Positioned as Meta’s most capable model yet, with the largest gain so far on coding and agentic workloads
  • Available now in Muse Code and the Meta Model API, and already a top-3 model by OpenCode usage
  • Muse Spark 1.3 max adds a higher-reasoning coding tier; a larger 🍉 model and open weights are next
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Meta Releases Muse Spark 1.3 Max with Stronger Coding and Agents

Meta Superintelligence Labs chief Alexandr Wang publicly released Muse Spark 1.3 max reasoning. Meta reports significantly stronger coding and agentic performance versus 1.3 high and xhigh, after completing safety testing. It is available on Muse Code and the Meta Model API; users can set reasoning to max or install Muse Code from the terminal.

Key Takeaways

  • Max reasoning clearly outperforms 1.3 high and xhigh on coding and agent tasks
  • Released after safety testing on Muse Code and the Meta Model API
  • Try it by setting reasoning to max or installing Muse Code from the terminal
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⚡ Muse Spark 1.3 Max🤖 Muse Code🌐 Meta

Command Code ships Muse Spark 1.3 Contributor: Opus 5 / GPT-5.6 Sol-class results at lowest cost

Command Code says Meta Muse Spark 1.3 Contributor is now live in its coding agent across GOAT, Pro, Max, and API. It calls the tier the most capable lowest-cost option yet, with benchmark results in the Opus 5 and GPT-5.6 Sol class.

Key Takeaways

  • Muse Spark 1.3 Contributor is live in Command Code (GOAT / Pro / Max / API).
  • Positioned as best price-performance in-class vs Opus 5 and GPT-5.6 Sol-tier results.
  • Lets coding-agent users cut long-horizon token spend without leaving the harness.
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LMArena: Muse Spark 1.3 (xHigh) back in Code Arena WebDev top 10 at 1623 AutoEval

LMArena says Meta Muse Spark 1.3 (xHigh) lands ~#10 on Code Arena: WebDev with 1623 AutoEval pts, near Claude Fable 5 (#8, 1628) and GPT-5.6 Sol (#11, 1616). That is a large jump from Muse Spark 1.1 (#25, 1540) and 1.2 xHigh (#30, 1534). Scores are early AutoEval and may shift as live human votes arrive.

Key Takeaways

  • WebDev AutoEval ~1623, back in top 10, near Fable 5 and GPT-5.6 Sol.
  • ~80+ point jump vs Muse Spark 1.1 / 1.2 xHigh.
  • Early reward-model AutoEval; live human votes may move the rank.
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Artificial Analysis: GPT-6 Astra ties Fable 5 on Coding Agent Index at ~half the cost

Artificial Analysis rated GPT-6 Astra: Coding Agent Index 67 in Codex, roughly matching Claude Opus 5 / Fable 5 in Claude Code and Muse Spark 1.3 in Muse Code, with ~70% better token efficiency vs GPT-5.6 Sol (max). List price rises to $10/$50 per 1M in/out (2.5× Sol), yet per-task cost stays well below Fable 5. Intelligence Index stays 61, tied with Sol.

Key Takeaways

  • Coding Agent Index: 67 in Codex, near Opus 5 / Fable 5 / Muse Spark 1.3; Fable 5.1 still leads at 70.
  • ~2/3 fewer tokens vs GPT-5.6 Sol (max); multiple effort levels sit on the token-efficiency Pareto frontier.
  • List price $10/$50 (90% cache-read discount); Intelligence Index 61; hallucination rate ~92%→~51%.
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Command Code FlappyBench: Muse Spark 1.3 and Grok-4.6 score 9/10, Muse costs least

Command Code ran FlappyBench with the same /design prompt across Muse Spark 1.3, Grok-4.6, and Gemini 3.8 Flash. Muse and Grok both scored 9/10, while Muse cost only $0.072; Gemini scored 7/10, cost $0.205, and did not fully finish.

Key Takeaways

  • Muse Spark 1.3: 9/10 at $0.072, completing the UI in two iterations at the lowest cost.
  • Grok-4.6: 9/10 at $0.095, matching Muse output quality, though the post describes it as roughly twice the cost.
  • Gemini 3.8 Flash: 7/10 at $0.205, the highest cost of the three and not fully finished.
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Artificial Analysis: Muse Spark 1.3 Coding Agent Index 64 (xhigh), 68 (max preview)

Artificial Analysis (@ArtificialAnlys) published Meta Muse Spark 1.3 results on the Coding Agent Index in the Muse Code harness: the publicly available xhigh variant scores 64 (up 2 from Muse Spark 1.2 at 62) at about $1.72 per task—the cheapest agent above a 60 index score—while the partner-preview max variant scores 68, tied just behind Claude Opus 5 (xhigh) in Claude Code. Claude Fable 5.1 results are still pending.

Key Takeaways

  • Muse Spark 1.3 (xhigh) scores 64 on the Coding Agent Index in Muse Code, up 2 from 1.2 (62).
  • About $1.72 per task—cheapest agent above a 60 index score, roughly one-fifth of Claude Opus 5 (xhigh) in Claude Code ($8.17).
  • Partner-preview max variant scores 68, second only to Claude Opus 5 (xhigh); Fable 5.1 results still pending.
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Meta ships Muse Spark 1.3: stronger agents/coding, ~20% fewer tool calls

AI at Meta (@AIatMeta) released Muse Spark 1.3 focused on real-world usability: longer-horizon multi-workflow threads, more active clarifying questions and confirmations before consequential actions, and better calibration of its own limits—about 20% fewer tool calls and 25% fewer tokens vs Muse Spark 1.2 in internal comparisons.

Key Takeaways

  • Muse Spark 1.3 targets longer-horizon agentic and coding work with real-world usability.
  • Internal comparisons vs 1.2: ~20% fewer tool calls and ~25% fewer tokens.
  • More clarifying questions, stuck-state flags, and confirmations before consequential actions.
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LMArena: Meta Muse Spark 1.3 enters Agent/Code Arena; voting open, scores soon

Arena.ai (@arena) says Meta Muse Spark 1.3 is now in the Arena: Agent Arena measures long-horizon agentic tasks with web search, filesystem, and terminal tools via causal tracing vs the average model; it is also in Code Arena WebDev/Text/Vision/Document. Voting is open and scores are coming soon.

Key Takeaways

  • Muse Spark 1.3 is live in Agent Arena and Code Arena (including WebDev).
  • Agent Arena scores long-horizon tool-using workflows; leaderboard scores coming soon.
  • Voting is open so builders can stress-test prompts against frontier peers.
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Artificial Analysis: Muse Spark 1.3 hits Index 62 with leading agentic cost efficiency

Artificial Analysis (@ArtificialAnlys) benchmarks Meta Muse Spark 1.3: the xhigh variant scores 61 on the Intelligence Index (up 4 from 1.2’s 57), while limited-preview max reaches 62, trailing only Claude Fable/Opus lines. Gains are mainly agentic and scientific; xhigh is the lowest cost-per-task among models at 59+ (~$0.55) at unchanged $1.25/$4.25 per 1M tokens.

Key Takeaways

  • xhigh scores 61; limited-preview max hits 62—up from Muse Spark 1.2’s 57.
  • Agentic gains on Tau3-Bench Banking, Terminal-Bench, and GDPval; max leads Banking-class results.
  • Cost: xhigh ~$0.55/task, lowest among 59+ Index models; 1M context, multimodal, via Meta API / Muse Code.
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OpenRouter also ships Muse Spark 1.3 Contributor — cheap tier ~$0.10/$0.20

OpenRouter also announces Muse Spark 1.3 Contributor is live as the cost-efficient tier for experimentation, learning, and early agentic/coding workflows. Listed around $0.10 in / $0.20 out per 1M tokens (vs ~$1.25/$4.25 on the standard tier); prompts and outputs may be used to improve Meta products.

Key Takeaways

  • Contributor tier launched same day as Muse Spark 1.3 for low-cost trials.
  • Listed ~$0.10/$0.20 per 1M tokens vs ~$1.25/$4.25 on the standard tier.
  • Good for early agentic/coding experiments; prompts/outputs may improve Meta products.
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