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  5. Hy4 PreviewvsRiverflow V2 Fast
Updated Aug 2026

Hy4 PreviewvsRiverflow V2 Fast

Hy4 Preview has a larger context window than Riverflow V2 Fast (1.0M tokens vs 8K tokens).

Hy4 Preview and Riverflow V2 Fast compared across 2 shared prompts
SpecHy4 PreviewRiverflow V2 Fast
Input price$0.834/M tokens—
Output price$2.501/M tokens—
Context window1.0M tokens8K tokens
Free API (OpenRouter)NoNo
ReleasedAug 2026Feb 2026
Our Verdict
Hy4 Preview
Hy4 Preview
Riverflow V2 Fast
Riverflow V2 FastRunner-up

Not enough votes to call it. On the specs, Hy4 Preview has the edge: bigger model tier, newer, bigger context window.

Slight edge
API pricing

Cost per 1M tokens

Hy4 Preview
Input
$0.83
Output
$2.50
Riverflow V2 Fast
Input
—
Output
—
Where to run it

2 hosts

Hy4 Preview1 host
HostInOutContextUptime
Tencentfp8$0.83 in·$2.50 out·1M·100% up
Riverflow V2 Fast1 host
HostInOutContextUptime
SSourceful$0 in·$0 out·8k·100% up

Per million tokens. Prices and uptime via OpenRouter, checked 21 Sep 2026.

Research

What we learned reading every model

FAQ

Common questions

Hy4 Preview is developed by Tencent while Riverflow V2 Fast is developed by Sourceful. Hy4 Preview has a 1.0M token context window vs Riverflow V2 Fast's 8K. You can compare their actual outputs across 2 challenges on Rival to see how they differ in practice.

It depends on your use case. Hy4 Preview and Riverflow V2 Fast each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 2 challenges so you can judge which fits your needs best.

This page shows a side-by-side comparison of Hy4 Preview and Riverflow V2 Fast across shared challenges. You can vote on which model produced the better output in a blind duel. Browsing and voting are free. No account is needed to look; signing in only saves your votes and likes.

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Model pages

Hy4 Preview logo
Hy4 Preview58 outputs, specs and price
Riverflow V2 Fast logo
Riverflow V2 Fast2 outputs, specs and price
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