Muse Spark 1.1 vs Inkling
Benchmark Performance
Available Benchmarks
| Benchmark | Muse Spark 1.1 | Inkling |
|---|---|---|
| LMArena Agent Arenaagent-2026-08-31-011508720696 · outcome_score · leader | -0.73100% of row best · score · Muse Spark 1.1; 95% CI [-1.36365010, -0.10505611]; sessions 87115; observations 3236537; rank 34 | -7.0294% of row best · score · Inkling; 95% CI [-8.08412500, -5.94789916]; sessions 39537; observations 1486696; rank 47 |
| LMArena Text Arenatext-2026-09-01-011508720696 · arena_rating · leader | 1,479.03100% of row best · rating · muse-spark-1.1; 95% CI [1473.99485495, 1484.06002682]; votes 23768; rank 14 | 1,438.2597% of row best · rating · inkling; 95% CI [1433.11517161, 1443.38005000]; votes 21973; rank 67 |
| ToneBench2026-08-28-10-task-cd9819ab6e4d · overall_score · leader | 80.76100% of row best · points · Muse Spark 1.1 (thinking) · 6,037 output tokens / case | 79.4198% of row best · points · Inkling · 5,785 output tokens / case |
| Overall ResultCounted from the protocol-matched rows above | 3 benchmark winsOverall lead | 0 benchmark wins |
Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.
Technical Differences
Side-by-Side Facts
| Field | Muse Spark 1.1 | Inkling |
|---|---|---|
| Developer | Meta | Thinking Machines Lab |
| Family | Muse Spark | Inkling |
| Model | Muse Spark 1.1 | Inkling |
| Version | Muse Spark 1.1 | Inkling |
| Lifecycle | preview | active |
| Released | 2026-07-09 | 2026-07-15 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image, Video, Audio | Text, Image, Video, Audio |
| Output modalities | Text | Text |
| Context window | 1,000,000 | 1,048,576 |
| Total parameters | Unknown | 975,000,000,000 |
| Active parameters | Unknown | 41,000,000,000 |
| License | Unknown | apache-2.0 |
| Open weights | No | Yes |
| API available | Yes | Yes |
| Self-hostable | No | Yes |
| Provider access | Unknown | Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | chat, computer-use, generation, reasoning, research, structured_outputs, tools | agents, chat, coding, generation, reasoning, tools, vision |
13 comparable fields · 10 material differences · Pair passes the primary-source comparison gate
Muse Spark 1.1 Capabilities
Inkling Capabilities
Internal Comparison Graph
Related Comparisons
| A | Pair | B | Context |
|---|---|---|---|
Muse Spark 1.1Meta | vs | Muse Spark 1.2Meta | family variantsaudio, image, text, video |
| vs | InklingThinking Machines Lab | cross-developer peerstext | |
 Kimi-K3Moonshot AI | vs | InklingThinking Machines Lab | cross-developer peersimage, text |
| vs | InklingThinking Machines Lab | cross-developer peerstext | |
Seed 2.0 LiteByteDance Seed | vs | InklingThinking Machines Lab | cross-developer peersaudio, image, text, video |
Seed 2.0 LiteByteDance Seed | vs | Muse Spark 1.1Meta | cross-developer peersaudio, image, text, video |
 Nova 2 LiteAmazon | vs | InklingThinking Machines Lab | cross-developer peersimage, text, video |
Muse Spark 1.1Meta | vs | Muse Glimmer 30BMeta | cross-developer peersimage, text |
Muse Spark 1.1Meta | vs |  o3-proOpenai | cross-developer peersimage, text |
 MiniMax-M3MiniMax | vs | InklingThinking Machines Lab | cross-developer peersimage, text |
 Gemini 2.5 FlashGoogle DeepMind | vs | Muse Spark 1.1Meta | cross-developer peerstext |
Gemini 2.5 ProGoogle DeepMind | vs | Muse Spark 1.1Meta | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
Muse Spark 1.1 vs Inkling FAQs
Is Muse Spark 1.1 or Inkling better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Muse Spark 1.1 and Inkling, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Muse Spark 1.1 or Inkling?+
Only Inkling has a directly sourced input price: $0.95 per million tokens. Only Inkling has a directly sourced output price: $4.05 per million tokens.
Which has a larger context window, Muse Spark 1.1 or Inkling?+
Inkling has the larger sourced context window. Muse Spark 1.1 supports 1,000,000 and Inkling supports 1,048,576.
Which performs better in benchmarks, Muse Spark 1.1 or Inkling?+
Muse Spark 1.1 leads the current overall benchmark count. The result uses 3 protocol-matched benchmarks from 2 publishers; it is not a universal quality score.
Can Muse Spark 1.1 or Inkling be self-hosted?+
Inkling is the only model in this pair currently marked as self-hostable. Muse Spark 1.1 is not marked open weight; Inkling is open weight.
Can Muse Spark 1.1 and Inkling understand images?+
Muse Spark 1.1 is documented with image input; Inkling is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Muse Spark 1.1 or Inkling?+
Neither has a larger sourced maximum output. Muse Spark 1.1 is — and Inkling is —.
Do Muse Spark 1.1 and Inkling support reasoning and tool use?+
Muse Spark 1.1: reasoning, tool calling, and image input. Inkling: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Muse Spark 1.1 or Inkling?+
Muse Spark 1.1 has 0 sourced provider routes; Inkling has 4, so Inkling has broader tracked availability.
Which offers better value, Muse Spark 1.1 or Inkling?+
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.