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Umans DeepSeek V4 Pro DSpark Playground Retired
umans-deepseek-v4-pro-dspark · DeepSeek
playground experiment; the test window ran Jul 14 to 16, 2026
retired Jul 16, 2026 · weights ↗ · experiment report ↗
Retired
180.8tok/s
throughput · p50 · whole period
1.44s
TTFT · p50 · whole period
100.00%
uptime · whole period

DeepSeek V4 Pro as a Labs experiment, open for a short test window (July 14 to 18, 2026): temporary, not a permanent model. DeepSeek's flagship coding and reasoning MoE, served from the original weights with speculative decoding for speed. Reasoning has three modes: non-think (none), think high (high, the default) and think max (max). Access is seat-gated through the Labs page while an experiment is live. It is offered at limited capacity and availability, so expect it to be flaky and to go down under load: crash it, give it a moment, and try again. For production work we recommend umans-coder or umans-glm-5.2.

Jul 12, 2026retired Jul 16, 2026Jul 18, 2026
Trends

Speed over its final 90 days

daily medians · dashed line = target
throughput p50 · output tokens per second, higher is better
final 188.6 tok/s
Jul 12, 2026retired Jul 16, 2026Jul 18, 2026
TTFT p50 · time to first token, lower is better
best 1.37s · Jul 15final 1.44s
Jul 12, 2026retired Jul 16, 2026Jul 18, 2026
Changelog

Events for Umans DeepSeek V4 Pro DSpark

incl. gateway-wide announcements
Jul 162026
Playground closed: Umans DeepSeek V4 Pro DSpark Testing
The DSpark test window closed after two days. What we took from it: DSpark speculative decoding lets us serve more users at once while keeping each session fast enough, the DeepSeek V4 architecture is now mature enough to serve at scale, and the model itself is solid. V4 Pro is not joining the lineup though: it is still a preview build, and the issues testers hit (DSML leaks, language bleed, long-context artifacts) are model-side. DeepSeek confirmed a better version is coming this month, so we would rather roll the learnings into that. Thanks to everyone who tested.
Jul 142026
Playground opened: Umans DeepSeek V4 Pro DSpark Testing
umans-deepseek-v4-pro-dspark entered the playground for a short, seat-gated test window: DeepSeek V4 Pro served from the original weights with DSpark speculative decoding. Experimental and temporary; not for production.