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After I handed my workspace over to agents in May, my token usage went completely off the rails (see [My Token Usage Exploded 13× in Three Months]). Then DeepSeek raised its prices in August, the official API became genuinely unaffordable, and the only thing left to do was hunt down cheap third parties. So over the past six months I’ve tried pretty much every token plan (monthly or prepaid quota) I could get my hands on — three Chinese cloud vendors and five overseas ones.

This isn’t a recommendation list. It’s just a record of what I ran into: the good parts praised, the painful parts reported as they were.

TL;DR: One Line Each

Plan Type One-line verdict Still subscribed?
Alibaba Cloud token plan Chinese Fast to onboard domestic models, but 429s at peak hours are the norm No
Volcano Engine token plan Chinese Same as Alibaba, plus a billing scheme I still can’t decode No
Huawei Cloud Chinese Stable, but expensive No
opencode go Overseas Once the value benchmark, now the shrinking benchmark No
R4code Overseas Fast and a genuine steal early on, unstable once the crowd arrived No
clinepass Overseas Stable, but half a step behind on new models No
command code goat Overseas The stable replacement I found after the opencode go mess Yes
open design plus Overseas The biggest quota claim, though the dashboard shows no details Yes

Three Chinese Cloud Vendors: Fast on Models, Just as Fast With 429s

Alibaba Cloud

Alibaba was the first one I bought, for a simple reason: it onboards domestic models fast — new models basically follow the vendor’s own release schedule.

But it’s also where I’ve hit the most 429s: peak-hour rate limiting is severe, and if an urgent job lands right in a peak window, all you can do is wait. Worse, for a while it was closed for new sales too, which really felt like they had oversold capacity.

From the most recent material I’ve seen, its Coding Plan has moved into the “TokenHub” large-model service platform, still with the same old Lite / Pro two-tier structure and basically unchanged pricing. A new wrapper; the same experience.

Volcano Engine

I bought Volcano right after Alibaba, for the same reason: it onboards domestic models fast.

Same problem too: 429s show up at peak hours, and hitting one in the middle of an urgent task is genuinely miserable. Sales were closed at times as well.

On top of that, one extra pitfall: the billing rules are convoluted. Volcano invented its own credit system, with a different conversion per model, so you simply cannot tell at a glance how much you have left this month.

Huawei Cloud: expensive

50 million tokens for 50 yuan — the most expensive of the lot, bar none. Everyone else sells you billions of tokens for a few dozen yuan; Huawei’s 50 million is gone in a single busy day. You’re just the sucker in that deal.

Overseas Vendors: Genuinely Cheap, Each With Its Own Tricks

opencode go: once the value benchmark, now the shrinking benchmark

opencode go was the first vendor to offer the “$10 for $60 of quota” ratio (that 10:60 has since become the industry floor). The upside is straightforward: the models on it are curated and benchmarked specifically for agentic coding, and paired with opencode itself it runs smoothly.

Then DeepSeek officially raised prices, and the drama began. Community measurements at the time had the v4 flash tier’s quota shrinking absurdly (some said by 88%), the double-usage promotion ended, and for a stretch the community was wall-to-wall “I used about ten bucks and it says my weekly quota is gone.”

The good news is it got patched up in the end: the team rolled out the cheapseek program and brought the DeepSeek quota back step by step. Under the current third phase, the DeepSeek tier is back at $80 — the site lists Go at $10 and Go Plus at $40, and the DeepSeek V4.1 Flash row shows exactly $80 / $160 of monthly usage.

The bad news is it started policing your client: there’s now a hard requirement on request headers. Send a completion request without headers like x-opencode-session and you get a flat 400 MissingSessionID. Translation: the plan would rather you use it inside opencode. For now you can add the header with a bit of extra configuration, but I wouldn’t count on them not funneling everyone to opencode outright one day.

R4code: a little-known shop with no traceable origin, a genuine steal early on

I stumbled on R4code (r4.codes) while browsing community posts. Opening the site the first time, I blinked — there’s no company background to be found, just lines like “we’re a provider specializing in Coding Plans for domestic models.”

But early on the experience was really good: with few users it was fast, cache hits were high, and the price was low — a deal almost too good to be true. Content moderation was laxer than elsewhere too: things like tweaking system settings almost never got flagged.

Then the crowd arrived and it stopped being stable: speeds swing, and peak hours are clearly worse than they used to be.

clinepass: stable, but half a step behind on domestic models

clinepass is Cline’s own plan, $9.99 a month, covering open-weight models only (GLM, Kimi, DeepSeek, MiniMax, MiMo, Qwen and friends), and it meshes neatly with Cline’s IDE / CLI. It’s the “I bought it because I don’t want to fiddle” choice.

The downside is clear: it’s slow to onboard domestic models. After DeepSeek V4.1 launched, most other vendors had it almost immediately; clinepass, as I recall, was at least half a month behind. If you mainly run Chinese models, being half a month late means you essentially wasted the month.

command code goat: found after the opencode go mess

I only found command code goat after that opencode go storm. The quota ratio was 10 to 60 at the time, and the speed was good — it was the least stressful option I had in that period, and it’s still reasonably stable now.

open design: the loudest quota claim, limited dashboard

open design (open-design.ai) gives me the impression of “everyone else was shipping a plan, so it shipped one too.” Its day job is being an open-source Claude Design alternative — a design workspace — and the plan feels like a side project tacked on.

It currently makes the loudest quota claim of them all: the Go tier is $10/month with up to $120 in total monthly quota, a 10:120 ratio; above that, Plus at $20/$180 and Pro at $100/$480, with generous concurrency (10 tasks on Go, 20 on Plus, 30 on Pro). Speed and concurrency: genuinely nothing to complain about in real use, which is why it and command code are my daily drivers right now.

The only catch is that its dashboard shows quota purely as a percentage — no request counts, no token counts — so whether that 10:120 is a real number is impossible to verify for now.

One last note: this is all first-hand experience, and prices and tiers change constantly. The plan details in this post were checked on 2026-10-17 and won’t necessarily stay accurate.

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