DeepSeek V4.1 Flash
100.0%- Tokens
- 3.64B
- Requests
- 17,339
- Cache
- 97.2%
- TTFT
- 2,511 ms
- tok/s
- 181
- Limit
- $100.00/mo
The five LLM subscriptions I pay for — each read on the model I actually work with: DeepSeek V4.1 Flash on CommandCode and OpenCode Go, Claude Haiku 5.5 on Kiro, GLM-5.3 on Z.ai, Devin SWE-2 on Devin. These are the value picks in each plan for real work, so every number below is measured on them: what a billion of their tokens costs, and how fast they run.
quota read 2026-11-06 07:49Z · traffic 7 days (2026-10-30 07:55Z to 2026-11-06 07:49Z) · fees owner-confirmed
on DeepSeek V4.1 Flash · 100.0% of its tokens
accounts · 2 · monthly
$100.00/mo allowancePrivacy & data handling
No training unless you opt in to share; free-tier models may be used to improve AI models. Upstream gateways apply their own terms.
30-day default retention; per-request ZDR via CMD_ZDR=1 or x-cmd-zdr: 1 — hard-fails 422 when no ZDR upstream exists.
to enable
x-cmd-zdr: 1 (or CMD_ZDR=1)commandcode.ai · read 2026-11-06
on DeepSeek V4.1 Flash · 99.9% of its tokens
accounts · 2 · monthly
$100.00/mo allowancePrivacy & data handling
Paid endpoints that train on request data are blocked by default; contributor/free models are the exception.
Most models are 0-day ZDR. Exceptions: Claude Haiku, Grok 4.7, GPT Luna keep 30 days.
DeepSeek ZDR is a monthly-renewing agreement (valid through 2026-11-30).
setting
enabled by defaultopencode.ai · read 2026-11-06
What you pay a month
Every paid tier is $0.020 a credit, so a tier moves the volume, not the unit cost.
on Claude Haiku 5.5 · 99.8% of its tokens
accounts · 2 · monthly
2,000 creditsPrivacy & data handling
Individual/student subscribers' content may be used for model training by default; enterprise is exempt.
No ZDR. Claude Fable keeps all traffic 30 days + possible human review; free tier 60-day abuse retention.
to opt out
IDE Settings → Data Sharing & Prompt Logging → offkiro.dev · read 2026-11-06
What you pay a month
Z.ai publishes no credits per tier, so the price moves the number and the capacity stays measured.
on GLM-5.3 · 96.1% of its tokens
accounts · 1 · weekly
hard limit: weekPrivacy & data handling
Individual tier: 'we reserve the right to process any User Content to improve our existing Services' — no documented opt-out. API/enterprise is exempt; Coding Plan tier is unclassified.
API Services are documented as real-time-only processing with no storage. Whether a Coding Plan subscription inherits that is undocumented.
docs.z.ai · read 2026-11-06
on SWE-2 · 95.4% of its tokens
accounts · 1 · weekly
Privacy & data handling
Enterprise page states no training on customer data; the consumer privacy policy lists User Content for 'train, fine tune and improve' under legitimate interests — Core falls under the consumer terms.
No ZDR commitment; retention is 'as long as needed' to provide the service.
to opt out
cognition.ai/privacy-choicesdocs.devin.ai · cognition.ai · read 2026-11-06
$/B is the plan fee over the tokens its binding quota window delivered, priced from my gateway's own logs. A lane with no readable window keeps its card and says why.
* derived: the plan publishes no monthly dollar allowance, so its $/B is derived from its quota window percentages.
Formulas, sources and limits: /methodology