AI Models · Open-Source vs Paid

Hy3 Open vs Muse Spark 1.1 Paid

Hy3 vs Muse Spark 1.1 compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Hy3OpenTencent
$0.08 /M input
$0.33 /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window262K tokens
MultimodalNo
Self-hostYes
Muse Spark 1.1PaidMeta
$1.25 /M input
$4.25 /M outputManaged API (no infra to run)
TypeProprietary
Context window1M tokens
MultimodalYes
Self-hostNo
Choose Hy3 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Muse Spark 1.1 if you want frontier capability through a managed API with zero infrastructure to run.

Hy3 vs Muse Spark 1.1 specs

SpecHy3Muse Spark 1.1Winner
MakerTencentMeta
TypeOpen-weightProprietaryHy3
Context window262K tokens1M tokensMuse Spark 1.1
Input price$0.08/M · free self-host$1.25/MHy3
Output price$0.33/M · free self-host$4.25/MHy3
Vision / multimodalNoYesMuse Spark 1.1
Tool / function callingYesYes= Tie
Self-hostableYesNo (API only)Hy3
LicenseOpen weightsProprietaryHy3

Price gap & when to choose each

13×cheaper per output token

Hy3 is ~13× cheaper than Muse Spark 1.1 on output tokens ($0.33 vs $4.25 per M tokens).

Choose Hy3 if…
  • You want to self-host or run on your cloud
  • You prioritize data privacy & control
  • You want the lowest operating costs
  • You are building open or reproducible AI
Choose Muse Spark 1.1 if…
  • You want frontier performance through a managed API
  • You need the longer 1M context window
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityHy3Muse Spark 1.1
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Hy3 vs Muse Spark 1.1

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Hy3 delivers 6.2× more intelligence per dollar.
Hy3
Muse Spark 1.1
Intelligence index
25.8
34.3
Coding index
58.8
71.3
GPQA
89.7%
89.8%
Humanity's Last Exam
33.5%
46.2%
Long Context Reasoning
79%
77.7%
SciCode
48.6%
58.8%
τ-Bench Banking
22.9%
31.8%
Terminal-Bench
64.4%
77.9%
Speed
86 tok/s
0 tok/s
Latency
1.72s
0s
Intelligence per $
107.1
17.2

Benchmark data by Artificial Analysis.

How Hy3 and Muse Spark 1.1 score

🏆 Best value & openness: Hy3 (4.5 vs 3.3 / 5)
CriterionHy3Muse Spark 1.1
Cost-efficiency5.04.0
Context window4.05.0
Openness5.01.5
Self-hosting5.01.0
Multimodality3.55.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

Hy3 Open

Tencent · Open-weight

Hy3 is a 295B-parameter Mixture-of-Experts model from Tencent (21B active, 192 experts with top-8 routing) built for reasoning, agentic workflows, and real-world production use. It supports a configurable reasoning effort:...

Muse Spark 1.1 Paid

Meta · Proprietary

Muse Spark 1.1 is a multimodal reasoning model from Meta, built for agentic tasks. It accepts text, images, video, audio, and PDF documents and returns text, with a 1M-token context...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
Hy3 previewHy4 previewHunyuan A13B InstructHy-MT2-30B-A3BHy-MT2-7BHy-MT2-1.8B

Frequently asked questions

Is Hy3 as good as Muse Spark 1.1?

Hy3 is open-weight and competitive on many tasks, but Muse Spark 1.1 may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run Hy3 locally?

Yes. Hy3 has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. Muse Spark 1.1 is API-only and cannot be self-hosted.

How much cheaper is Hy3?

Hy3 costs $0.33/M output vs $4.25/M for Muse Spark 1.1 — roughly 13x cheaper via API, and free if you self-host.

Hy3 vs Muse Spark 1.1 — which should I pick in 2026?

Choose Hy3 if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose Muse Spark 1.1 if you want frontier capability through a managed API with zero infrastructure to run.

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