All prices from official pages as of 2026-05-29. Sources at the end.
Pick by Budget
- Under $10/month (try it out):
Xiaomi MiMo Token Plan Liteat$6/month(¥39/month), 4.1B Credits, compatible with Claude Code / OpenClaw / OpenCode. Enough for light use on mimo-v2.5. MiniMax Token Plan Starter at$10/monthis in this range too, but geared more toward multimodal than coding. - $10–20/month (low-cost coding, fixed fee):
Tencent Cloud Liteat¥40/month(~18,000 requests/month), orMiMo Token Plan Standardat$16/month(¥99/month, 11B Credits). MiMo has more quota and newer models but is restricted to coding tools.Kimi Andanteat¥49/monthif already in the Kimi ecosystem. - $20/month (main coding subscription):
Claude ProorChatGPT Plus. Claude Code users go with Claude Pro. ChatGPT ecosystem (Codex, Deep Research) go with Plus, but Plus has limited Codex quota.Google AI Proat$19.99/monthif you also need Gemini CLI + Jules + Code Assist + 5 TB storage. - $50–100/month (high-frequency coding):
Claude Max 5xat$100/month. For moderate-to-heavy Claude Code users (15+ sessions/day) — API equivalent would be $300+/month, Max 5x saves 2/3.MiMo Token Plan Proat$50/month(¥329/month, 38B Credits) for heavy MiMo use.ChatGPT Pro $100for heavy Codex + Deep Research. - $100–200/month (unlimited production):
Claude Max 20xat$200/month. 40+ Claude Code sessions/day without throttling.ChatGPT Pro $200same tier.MiMo Token Plan Maxat$100/month(¥659/month, 82B Credits) is MiMo's top tier. - API only, no monthly fee: Start with
DeepSeek V4 FlashorXiaomi MiMo V2.5(same pricing:$0.14/$0.28per 1M tokens). For stronger reasoning,DeepSeek V4 ProorMiMo V2.5-Pro($0.435/$0.87). For Claude/OpenAI-grade quality at good value,Claude Sonnet 4.6($3/$15) orGPT-5.4($2.5/$15). For the strongest current models regardless of cost,Claude Opus 4.8($5/$25) orGPT-5.5($5/$30).
Monthly Cost Estimate
Assume one coding session = 3 rounds, each ~50K input + ~5K output (~165K tokens/session). Cache hit discounts not included (actual cost 30–80% lower).
| Usage | Claude Sonnet 4.6 API | DeepSeek V4 Flash / MiMo V2.5 API | GPT-5.4 API | Claude Max 5x sub | MiMo Token Plan |
|---|---|---|---|---|---|
| Light (5 sessions/day) | ~$101/mo | ~$4/mo | ~$90/mo | $100 (overkill) | Lite ¥39 enough |
| Moderate (15 sessions/day) | ~$304/mo | ~$11/mo | ~$270/mo | $100 (breaks even) | Standard ¥99 enough |
| Heavy (40 sessions/day) | ~$810/mo | ~$30/mo | ~$720/mo | $200 (need 20x) | Pro ¥329 enough |
Takeaways:
- Using Claude/GPT models for coding agents, moderate+ usage is much cheaper on subscription than API (Max 5x $100 vs API $300+).
- Using DeepSeek/MiMo models, API itself is cheap enough ($11/mo moderate). Token Plan mainly caps monthly spending and ensures tool compatibility.
- Light users pay less on API, unless they need subscription extras (Deep Research, Gemini Docs integration, etc.).
When Not to Pick the Cheapest
- DeepSeek V4 Flash / MiMo V2.5 handle new features and boilerplate fine. For complex debugging, cross-file refactoring, or understanding large codebases, Claude Sonnet/Opus and GPT-5.4/5.5 have noticeably higher first-attempt success rates. Time spent retrying > token savings.
- Cache hit rate determines real cost. Coding agents resend the same repo context; after cache hit, input cost drops 90% (e.g., Sonnet from $3 to $0.30/1M). So "expensive models" may cost only 1/3 of list price in long sessions.
- Token Plan / Coding Plan stops service when quota runs out. Pay-as-you-go API has no cap but the bill might surprise you. Pick based on whether "stopped mid-task" or "spent too much" scares you more.
- MiMo Token Plan is restricted to coding tools (Claude Code / OpenClaw / OpenCode etc.) — it cannot be used as general-purpose API credits. MiniMax Token Plan can be used as general API.
Pricing Reference
Personal Subscriptions
| Product | Price | Coding benefits | Key limits |
|---|---|---|---|
Claude Pro |
$20/mo; annual $17/mo |
Claude Code, Cowork, Research | No public prompt table; may hit rate limits at moderate+ use |
Claude Max 5x |
$100/mo |
Same as Pro, 5x usage | Example: short conversations ≥225 messages/5h |
Claude Max 20x |
$200/mo |
Same as Pro, 20x usage | Example: short conversations ≥900 messages/5h |
ChatGPT Plus |
$20/mo |
Codex (light), Deep Research | Codex 5h estimate table separate; not a heavy Codex plan |
ChatGPT Pro $100 |
$100/mo |
Codex, Deep Research, Pro models | 5x Plus; temporary 10x Codex (through 2026-05-31) |
ChatGPT Pro $200 |
$200/mo |
Highest usage | 20x Plus; don't budget on expired promos |
Google AI Plus |
$7.99/mo |
Gemini app | Pro 3.1: 30/day; Thinking: 90/day; 128K context |
Google AI Pro |
$19.99/mo |
Jules, CLI, Code Assist, Antigravity | Pro 3.1: 100/day; Thinking: 300/day; 1M context |
Google AI Ultra |
$249.99/mo |
Same as Pro, highest limits | Pro 3.1: 500/day; Thinking: 1,500/day; 1M context |
Gemini Code Assist Standard |
$19–22.80/user/mo |
Team IDE assist, CLI, agent mode | Enterprise seat product, not personal subscription |
Coding Plan / Token Plan
| Product | Price | Quota | Fit |
|---|---|---|---|
MiMo Token Plan Lite |
$6/mo (¥39/mo) |
4.1B Credits; off-peak ×0.8 | Light coding; cheapest entry |
MiMo Token Plan Standard |
$16/mo (¥99/mo) |
11B Credits; off-peak ×0.8 | ~15 sessions/day (mimo-v2.5) |
MiMo Token Plan Pro |
$50/mo (¥329/mo) |
38B Credits; off-peak ×0.8 | Heavy coding |
MiMo Token Plan Max |
$100/mo (¥659/mo) |
82B Credits; off-peak ×0.8 | Extreme or team-shared |
MiniMax Starter (global) |
$10/mo |
1,500 M2.7 requests/5h | Multimodal general, not coding-specific |
MiniMax Starter (China) |
¥29/mo |
600 M2.7 requests/5h | Lowest RMB fixed fee |
MiniMax Plus (global/China) |
$20/mo; ¥49/mo |
4,500 / 1,500 requests/5h | Moderate multimodal |
MiniMax Max (global/China) |
$50/mo; ¥119/mo |
15,000 / 4,500 requests/5h | Heavy multimodal |
Kimi Andante |
¥49/mo |
Unified pool; Kimi Code 1x | Kimi ecosystem users |
Kimi Moderato |
¥99/mo |
Unified pool; Kimi Code 4x | Moderate Kimi use |
Kimi Allegretto |
¥199/mo |
Unified pool; Kimi Code 20x | Includes Kimi Claw benefits |
Kimi Allegro |
¥699/mo |
Unified pool; Kimi Code 60x | Kimi top tier |
Tencent Cloud Lite |
¥40/mo |
~18,000 requests/mo | Cheapest RMB request plan |
Tencent Cloud Pro |
¥200/mo |
~90,000 requests/mo | High volume, clear table |
Alibaba Bailian Pro |
¥200/mo |
90,000 requests/mo | High volume; Lite discontinued |
Z.AI GLM Coding Plan |
from $18/mo |
Lite/Pro/Max: 80–1,600 prompts/5h | GLM-5.1 ecosystem |
MiMo Token Plan is coding-tool only. MiniMax Token Plan works as general API. Bailian/Tencent Cloud/Z.AI are restricted to supported tools.
Pay-as-you-go API
| Platform | Model | Input / Cached input / Output (per 1M tokens) | Notes |
|---|---|---|---|
OpenAI |
GPT-5.5 | $5.00 / $0.50 / $30.00 |
Batch −50%; under 270K context |
OpenAI |
GPT-5.4 | $2.50 / $0.25 / $15.00 |
Coding workhorse |
OpenAI |
GPT-5.4 mini | $0.75 / $0.075 / $4.50 |
Sub-agents, light tasks |
Anthropic |
Claude Opus 4.8 | $5 / $0.50 / $25 |
Latest Opus; same pricing as 4.7 |
Anthropic |
Claude Sonnet 4.6 | $3 / $0.30 / $15 |
Coding workhorse |
Anthropic |
Claude Haiku 4.5 | $1 / $0.10 / $5 |
Low cost |
DeepSeek |
V4 Flash | $0.14 / $0.0028 / $0.28 |
1M context; cheapest |
DeepSeek |
V4 Pro | $0.435 / $0.003625 / $0.87 |
75% discount made permanent |
Xiaomi MiMo |
V2.5 | $0.14 / $0.0028 / $0.28 |
Same price as DeepSeek Flash |
Xiaomi MiMo |
V2.5-Pro | $0.435 / $0.0036 / $0.87 |
Close to DeepSeek Pro |
Kimi |
K2.6 | $0.95 / $0.16 / $4.00 |
256K context |
Z.AI |
GLM-5.1 | $1.40 / $0.26 / $4.40 |
Cache storage free for limited time |
Qwen |
3.6 Plus | ¥2 / — / ¥12 (≤256K) |
Long context enters higher tier |
MiMo China pricing: V2.5 input ¥1.00 / output ¥2.00; V2.5-Pro input ¥3.00 / output ¥6.00 (per 1M tokens).
Batch discounts: OpenAI/Anthropic −50%, Kimi −40%, Qwen −50%. With cache hits, input cost drops 90%+. Actual spend in long coding sessions is far below list price.
Sources
- Claude: pricing, Pro usage, Max usage
- ChatGPT: Pro tiers, Codex limits
- Google: AI subscriptions, Gemini limits, Code Assist pricing
- OpenAI API: pricing
- Anthropic API: pricing
- DeepSeek: pricing
- Xiaomi MiMo: API pricing, Token Plan
- MiniMax: global, China
- Kimi: membership, API
- Alibaba Bailian: Coding Plan, model pricing
- Tencent Cloud: Coding Plan
- Z.AI: Coding Plan, pricing
- Volcano Ark: Coding Plan