# DeepSeek V4 Flash Leads OpenRouter's Weekly Token Chart

> The model recorded 7.22 trillion tokens on OpenRouter for the week of July 27, a strong platform-level usage signal that should not be read as a global market-share or quality ranking.

_Source: Official OpenRouter API platform measurement, with 36Kr coverage · 2026-08-05 · 6 min read · Verified against primary sources_

Canonical: https://iyu.app/e/deepseek-v4-flash-openrouter-weekly-lead

## The 60-second version

DeepSeek V4 Flash led OpenRouter's model chart for the week of July 27 with 7.22 trillion tokens routed through the platform.

**Key points**

- Xiaomi MiMo V2.5 ranked second at 6.30 trillion tokens, followed by Tencent HY3 at 4.82 trillion.
- The result is an official OpenRouter platform measurement, not a global total across all providers and deployments.
- Token volume signals real workload activity, but it does not independently establish user share, revenue or model quality.
- A multi-week trend, combined with price, latency and reliability data, would provide a stronger adoption signal.

**Verdict.** DeepSeek V4 Flash showed substantial OpenRouter momentum, but the evidence supports a platform-level lead rather than a claim of global dominance.

## Full explainer

> **✓** The figures were verified against OpenRouter's official API. They describe traffic visible to OpenRouter for the week dated July 27, 2026.


### The result — A 7.22 trillion-token week

DeepSeek V4 Flash recorded **7,220,350,124,001 tokens** on OpenRouter in the week dated July 27, placing it first in the platform's model ranking. Xiaomi MiMo V2.5 followed with 6.30 trillion tokens, and Tencent HY3 recorded 4.82 trillion.

- **7.22T** — DeepSeek V4 Flash tokens
- **6.30T** — Xiaomi MiMo V2.5 tokens
- **4.82T** — Tencent HY3 tokens


### Measurement — What the ranking actually counts

OpenRouter aggregates access to models from multiple providers. Its chart captures tokens routed through that platform, making the result a direct measure of activity inside the OpenRouter ecosystem rather than an estimate of all model usage worldwide.

- **DeepSeek V4 Flash:** 7,220,350,124,001 tokens; first in the supplied weekly chart.
- **Xiaomi MiMo V2.5:** 6,304,949,281,665 tokens; about 915 billion behind the leader.
- **Tencent HY3:** 4,824,580,734,626 tokens; about 2.40 trillion behind the leader.

> **⚑ Caveat:** Do not treat 7.22 trillion as global usage. Direct APIs, other clouds, private deployments and applications outside OpenRouter are not represented in this platform measurement.


### Business signal — Why token volume matters

Large token volume can indicate that developers are assigning substantial workloads to a model. Unlike online attention, routed tokens reflect actual activity. A sustained lead may strengthen a model provider's position on distribution, capacity and pricing.

- **Demand:** High routed volume suggests meaningful use within OpenRouter.
- **Distribution:** Visibility on a multi-model platform can accelerate trial and integration.
- **Competition:** DeepSeek, Xiaomi and Tencent occupied the three supplied leading positions for the week.

> **→** The strongest interpretation is platform momentum: DeepSeek V4 Flash handled the most tokens in this OpenRouter weekly snapshot.


### Limits — What volume does not prove

Token count is not the same as unique users, revenue or model quality. Long-context and batch workloads can generate unusually high volume, while pricing, promotions, routing defaults and temporary availability can change a weekly result.

> A popularity chart is a demand signal, not a universal model scorecard.


### Next check — Watch durability, not one snapshot

The next useful test is whether DeepSeek V4 Flash remains near the top over several weeks and across pricing or availability changes. Product teams should pair that trend with their own evaluations of quality, latency, reliability and total cost.


## Primary sources

- [OpenRouter official model rankings chart API](https://openrouter.ai/api/frontend/v1/rankings/model-rankings-chart)
- [OpenRouter model API](https://openrouter.ai/api/v1/models/deepseek/deepseek-v4-flash-20260423/endpoints)
- [36Kr coverage](https://www.36kr.com/p/3926297010256263)

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