Hy4 preview vs Inkling
At a Glance
| Compare |  Hy4 previewTencent | 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 | $0.834Openrouter ↗ · Sep 22, 2026 | $0.95Deepinfra ↗ · Sep 22, 2026 |
| Output priceFrom · USD / 1M tokens | $2.501Openrouter ↗ · Sep 22, 2026 | $4.05Deepinfra ↗ · Sep 22, 2026 |
| Context windowMaximum documented tokens | 1,000K | 1,049K |
| Model facts checked | Sep 2, 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 | Hy4 preview | Inkling |
|---|---|---|
| LMArena Agent Arenaagent-2026-09-15-d25aabda0010 · outcome_score · leader | 5.01100% of row best · score · Hy4 preview; 95% CI [3.98979428, 6.02540735]; sessions 38074; observations 2777850; rank 11 | -10.0286% of row best · score · Inkling; 95% CI [-10.93664189, -9.10513108]; sessions 42313; observations 1624204; rank 42 |
| Overall ResultCounted from the protocol-matched rows above | 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 | Hy4 preview | Inkling |
|---|---|---|
| Developer | Tencent | Thinking Machines Lab |
| Family | Hy4 | Inkling |
| Model | Hy4 preview | Inkling |
| Version | Hy4 preview | Inkling |
| Lifecycle | preview | active |
| Released | 2026-08-28 | 2026-07-15 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text, Image, Video, Audio |
| Output modalities | Text | Text |
| Context window | 1,000K | 1,049K |
| Total parameters | 770B | 975B |
| Active parameters | 49B | 41B |
| License | apache-2.0 | apache-2.0 |
| Open weights | Yes | Yes |
| API available | Yes | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Openrouter (Standard) | Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | chat, generation, reasoning, tools | agents, chat, coding, generation, reasoning, tools, vision |
Hy4 preview Capabilities
Inkling Capabilities
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Primary Evidence
Sources and Freshness
Questions
Hy4 preview vs Inkling FAQs
Is Hy4 preview or Inkling better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Hy4 preview and Inkling, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Hy4 preview or Inkling?+
Hy4 preview is $0.834 and Inkling is $0.95 per million tokens, so Hy4 preview is cheaper on this metric. Hy4 preview is $2.501 and Inkling is $4.05 per million tokens, so Hy4 preview is cheaper on this metric.
Which has a larger context window, Hy4 preview or Inkling?+
Inkling has the larger sourced context window. Hy4 preview supports 1,000K and Inkling supports 1,049K.
Which performs better in benchmarks, Hy4 preview or Inkling?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Hy4 preview or Inkling be self-hosted?+
Both models have the same recorded self-hosting status: supported. Hy4 preview is open weight; Inkling is open weight.
Can Hy4 preview and Inkling understand images?+
Hy4 preview 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, Hy4 preview or Inkling?+
Neither has a larger sourced maximum output. Hy4 preview is — and Inkling is —.
Do Hy4 preview and Inkling support reasoning and tool use?+
Hy4 preview: reasoning and tool calling. Inkling: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Hy4 preview or Inkling?+
Hy4 preview has 1 sourced provider route; Inkling has 4, so Inkling has broader tracked availability.
Which offers better value, Hy4 preview 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.