Hy3 vs Inkling
At a Glance
| Compare |  Hy3Tencent | InklingThinking Machines Lab |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| IntelligenceHigher is better · MM Intelligence v2.5 | UnrankedNot in the 46-model eligible cohort | #34 of 4645.4 score · 3/3 sources · complete |
| CostLower is better · Published-token output estimate | UnrankedNot in the 44-model eligible cohort | #18 of 44$0.090 per LiveBench case |
| EfficiencyHigher is better · MM Efficiency v1.5 | UnrankedNot in the 38-model eligible cohort | #28 of 3848.1 score · 3/3 sources · complete |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.13Deepinfra ↗ · Sep 23, 2026 | $0.95Deepinfra ↗ · Sep 23, 2026 |
| Output priceFrom · USD / 1M tokens | $0.528Openrouter ↗ · Sep 23, 2026 | $4.05Deepinfra ↗ · Sep 23, 2026 |
| Context windowMaximum documented tokens | 262K | 1,049K |
| Model facts checked | Aug 28, 2026View model evidence → | Sep 3, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
| Benchmark | Hy3 | Inkling |
|---|---|---|
| LMArena Agent Arenaagent-2026-09-15-d25aabda0010 · outcome_score · leader | -5.23100% of row best · score · Hy3; 95% CI [-6.39472360, -4.07137134]; sessions 27371; observations 992576; rank 35 | -10.0295% of row best · score · Inkling; 95% CI [-10.93664189, -9.10513108]; sessions 42313; observations 1624204; rank 42 |
| LMArena Text Arenatext-2026-09-13-d25aabda0010 · arena_rating · statistical tie | 1,440.58100% of row best · rating · hy3; 95% CI [1433.39024152, 1447.77894384]; votes 8047; rank 65 | 1,439.68100% of row best · rating · inkling; 95% CI [1434.76600975, 1444.58550789]; votes 25922; rank 67 |
| Overall ResultCounted from the protocol-matched rows above · 1 tie | 1 benchmark winNo overall winner | 0 benchmark winsNo overall winner |
Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.
Side-by-Side Facts
| Field | Hy3 | Inkling |
|---|---|---|
| Developer | Tencent | Thinking Machines Lab |
| Family | Hy3 | Inkling |
| Model | Hy3 | Inkling |
| Version | Hy3 | Inkling |
| Lifecycle | active | active |
| Released | Unknown | 2026-07-15 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text, Image, Video, Audio |
| Output modalities | Text | Text |
| Context window | 262K | 1,049K |
| Total parameters | 298.8B | 975B |
| Active parameters | 21B | 41B |
| License | apache-2.0 | apache-2.0 |
| Open weights | Yes | Yes |
| API available | Yes | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Deepinfra (Standard), Hugging Face (Standard), Openrouter (Standard) | Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | chat, generation, tools | agents, chat, coding, generation, reasoning, tools, vision |
Hy3 Capabilities
Inkling Capabilities
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Primary Evidence
Sources and Freshness
Questions
Hy3 vs Inkling FAQs
Is Hy3 or Inkling better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Hy3 and Inkling, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Hy3 or Inkling?+
Hy3 is $0.13 and Inkling is $0.95 per million tokens, so Hy3 is cheaper on this metric. Hy3 is $0.528 and Inkling is $4.05 per million tokens, so Hy3 is cheaper on this metric.
Which has a larger context window, Hy3 or Inkling?+
Inkling has the larger sourced context window. Hy3 supports 262K and Inkling supports 1,049K.
Which performs better in benchmarks, Hy3 or Inkling?+
There is no overall benchmark winner: An overall winner requires at least two decisive benchmarks from at least two original publishers.
Can Hy3 or Inkling be self-hosted?+
Both models have the same recorded self-hosting status: supported. Hy3 is open weight; Inkling is open weight.
Can Hy3 and Inkling understand images?+
Hy3 is not documented with image input; Inkling is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Hy3 or Inkling?+
Neither has a larger sourced maximum output. Hy3 is — and Inkling is —.
Do Hy3 and Inkling support reasoning and tool use?+
Hy3: tool calling. Inkling: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Hy3 or Inkling?+
Hy3 has 3 sourced provider routes; Inkling has 4, so Inkling has broader tracked availability.
Which offers better value, Hy3 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.