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Track AI provider pricing, model capabilities, monthly costs, and usage. Includes cost optimization recommendations for oh-my-openagent configuration.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Memory-aware code review. Combines code-review-graph blast-radius (MCP) with Hindsight long-term memory (local) so review feedback compounds across PRs. Recalls past lessons for the impacted modules before reviewing, then retains new findings tagged by file/module so the next review benefits. Use when reviewing a PR or diff and you want recurring-bug patterns and prior reviewer feedback surfaced as context. Triggers on "review with memory", "memory-aware review", "review and remember", "review with hindsight". Requires Hindsight server on localhost:8888 and code-review-graph installed.
Eval-driven development pipeline for omoios-forge SaaS boilerplate. Reads app plan, generates comprehensive evals (schema, actions, pages, permissions, integration), then builds until all evals pass. No interview loops. Artifacts first. Trigger on "forge", "omoios-forge", "pipeline", "add feature", "build feature", or any project with STEERING_RULES.md or .agents/pipeline-config.json.
Enforces a 7-stage development workflow: Discover (Socratic questioning) → Explore (codebase scan) → Spec (acceptance criteria) → Eval (write tests FIRST) → Implement → Verify → Iterate. Supports deterministic tests (Playwright, unit), fuzzy evals (screenshot + LLM-as-judge), integration evals, QA dogfood, and regression suites. Strong nudge enforcement — agents are pressured to follow each stage but can override with justification. Trigger on "eval driven," "test first," "write tests first," "TDD," "eval," "acceptance criteria," "spec first," "workflow," "development process," "how should I build this," or any new feature request. Hooks into my-stack for skill routing and dogfood-complete for QA/test generation.
Hook system for OpenCode/oh-my-openagent that detects when an agent is stuck in a linter/build error loop and injects escalating guidance. 4-tier escalation: soft nudge (2 errors) → firm redirect (3 errors) → HARD STOP with model switch (4 errors) → NUCLEAR requiring Oracle consultation (5+ errors). Includes ping-pong detection, cross-session learning, and TRUE edit blocking via PreToolUse hook. Trigger on "linter loop," "stuck on error," "edit blocked," "escalate," "error loop," "hook system," or when agents appear stuck on repeated errors.
Master routing skill for the full SaaS stack: Next.js (next-forge) + Better Auth + Better Auth UI + Drizzle ORM + Stripe + Resend + React Email + Sentry + PostHog + shadcn/ui + Tailwind + Turborepo + Vercel + Playwright. Use for ANY task across the stack — routes to the right skills. Trigger on "my stack," "set up," "new project," "add feature," "scaffold," "deploy," "test," "integrate," "configure," "production," or any mention of the specific technologies. This is the top-level meta skill that coordinates 26 skills across auth, testing, infrastructure, and integrations.
Complete guide for oh-my-openagent (OMO) multi-model orchestration harness. Covers installation, agent selection, category system, cost optimization, and troubleshooting for OpenCode. Use when configuring OMO, setting up agents, optimizing costs, delegating to specialized models, or understanding the OMO agent team (Sisyphus, Hephaestus, Prometheus, Atlas, Oracle, etc.).
| name | ai-subscription-tracker |
| description | Track AI provider pricing, model capabilities, monthly costs, and usage. Includes cost optimization recommendations for oh-my-openagent configuration. |
Last Updated: March 28, 2026
User: kevinhill
Budget Target: $100-150/month (AFTER Claude Sonnet 5 releases)
Current: ~$278/month (Claude Max 20x $200 + Fireworks $28 + others)
Claude Status: Max 20x ($200/mo) - Waiting for Sonnet 5 "Fennec" before dropping
Expected Post-Sonnet-5: ~$130-150/month
Annual Savings Potential: ~$1,500-1,800 (after Sonnet 5)
| Provider | Plan | Monthly Cost | Status | Value Rating | Notes |
|---|---|---|---|---|---|
| Claude (Anthropic) | Max 20x | $200 | ⏳ KEEP UNTIL Sonnet 5 | ⭐⭐⭐⭐⭐ | Waiting for "Fennec" release with Agent Swarm |
| Fireworks AI | Fire Pass | $28 | ✅ ADDED | ⭐⭐⭐⭐⭐ | Backup primary orchestrator (Kimi 200t/s) |
| GitHub Copilot | Pro | $10 | ✅ KEEP | ⭐⭐⭐⭐⭐ | IDE integration |
| OpenAI | ChatGPT Plus | $20 | ✅ KEEP | ⭐⭐⭐⭐⭐ | GPT-5.4 deep reasoning |
| Gemini Advanced | ~$20 | ✅ KEEP | ⭐⭐⭐⭐ | Google ecosystem user | |
| Z.ai (GLM) | - | $0 | ❌ CANCEL NOW | ⭐ | Infrastructure trash, quality degraded |
| MiniMax | - | $0 | ❌ CANCEL | N/A | Use OpenCode Go or pay-as-you-go |
| Scenario | Monthly Cost | Annual Cost | Notes |
|---|---|---|---|
| CURRENT | ~$278 | ~$3,336 | Claude Max 20x ($200) + Fireworks + others |
| After Sonnet 5 | ~$130-150 | ~$1,560-1,800 | Drop to Sonnet tier, simplify stack |
| Savings | ~$130-150/mo | ~$1,500-1,800/yr | When Sonnet 5 drops |
You're paying $200/month for:
The bet: Claude Sonnet 5 "Fennec" will have:
When Sonnet 5 drops: Re-evaluate entire stack. Could drop to Sonnet tier + simplify.
accounts/fireworks/routers/kimi-k2p5-turbo
| Type | Price |
|---|---|
| Input | $0.99/1M tokens |
| Cached Input | $0.16/1M tokens |
| Output | $4.94/1M tokens |
Break-even: ~6M tokens/month vs Fire Pass
| Model | Provider | Speed | Coding | Reasoning | Vision | Cost Level | Best For |
|---|---|---|---|---|---|---|---|
| Kimi K2.5 Turbo | Fireworks | ⚡⚡⚡⚡⚡ (200t/s) | 76.8% SWE-Bench | High | ✅ | Very Low | Orchestration, daily coding |
| Kimi K2.5 | OpenCode Go/Moonshot | ⚡⚡⚡ (60t/s) | 76.8% SWE-Bench | High | ✅ | Very Low | Claude alternative |
| GPT-5.4 | OpenAI | ⚡⚡⚡ (40t/s) | 80%+ SWE-Bench | Very High | ✅ | Medium | Deep reasoning, architecture |
| GPT-5.4 Mini | OpenAI | ⚡⚡⚡⚡ (100t/s) | 75% SWE-Bench | High | ❌ | Very Low | Quick tasks |
| Claude Opus 4.6 | Anthropic | ⚡⚡ (25t/s) | 80.8% SWE-Bench | Very High | ✅ | High | Complex debugging |
| Claude Sonnet 4.6 | Anthropic | ⚡⚡⚡ (50t/s) | 75% SWE-Bench | High | ✅ | Medium | General tasks |
| Gemini 3.1 Pro | ⚡⚡⚡ (60t/s) | 75% SWE-Bench | High | ✅ | Low | Frontend, visual tasks | |
| Gemini 3 Flash | ⚡⚡⚡⚡ (150t/s) | 70% SWE-Bench | Medium | ✅ | Very Low | Documentation, fast tasks | |
| MiniMax M2.7 | MiniMax/OpenCode | ⚡⚡⚡⚡ (120t/s) | 80.2% SWE-Bench | High | ❌ | Very Low | Utility, code search |
| MiniMax M2.7 Highspeed | MiniMax | ⚡⚡⚡⚡⚡ (200t/s) | 80.2% SWE-Bench | High | ❌ | Low | Fast utility |
| GLM 5 | Z.ai/OpenCode | ⚡⚡⚡ (50t/s) | 77.8% SWE-Bench | High | ❌ | Low | Claude-like orchestration |
| Grok Code Fast 1 | xAI/GitHub | ⚡⚡⚡⚡⚡ (250t/s) | 70% SWE-Bench | Medium | ❌ | Very Low | Code grep, search |
| Model | Input | Output | Cache Read |
|---|---|---|---|
| Kimi K2.5 (regular) | $0.60 | $2.00 | - |
| Kimi K2.5 Turbo | $0.99 | $4.94 | $0.16 |
| GPT-5.4 | $2.50 | $15.00 | - |
| GPT-5.4 Mini | $0.25 | $2.00 | - |
| GPT-5-Nano | $0.05 | $0.40 | - |
| Claude Opus 4.6 | $5.00 | $25.00 | $0.50 |
| Claude Sonnet 4.6 | $3.00 | $15.00 | $0.30 |
| Claude Haiku 4.5 | $1.00 | $5.00 | $0.10 |
| Gemini 3.1 Pro | $2.00 | $12.00 | - |
| Gemini 3 Flash | $0.10 | $0.40 | - |
| MiniMax M2.7 | $0.30 | $1.20 | $0.06 |
| MiniMax M2.7 Highspeed | $0.60 | $2.40 | $0.06 |
| GLM 5 | $1.00 | $3.20 | $0.11 |
Configuration:
{
"model": "fireworks/accounts/fireworks/routers/kimi-k2p5-turbo",
"baseURL": "https://api.fireworks.ai/inference/v1"
}
API Pricing:
Capacity Constraints — Undersized infrastructure. Can't scale fast enough when demand spikes → "Model unavailable" errors
Degraded Model Quality — Reddit r/ZaiGLM reports confirm GLM-5 quality has declined since launch:
30-Second Idle Timeouts — GitHub issues (vercel/ai #12949) show Z.ai drops connections after 30s idle, killing long agentic workflows
"Improvements" That Break Things — Z.ai pushed updates they called "performance improvements" that actually degraded quality for Max plan users
Beijing-Based Lab — Zhipu AI is China-based. Scaling global infrastructure with international demand + Chinese regulatory constraints = unreliable service outside China
Bottom line: Cheap frontier AI is only good if quality holds. Z.ai isn't holding. Reddit thread: "Don't buy GLM coding plans. Quality is atrocious. It's becoming worse everyday."
Model ID spotted: claude-sonnet-5@20260203 in Google Vertex AI infrastructure
| Feature | Details |
|---|---|
| Codename | "Fennec" |
| Performance | Outperforms Claude Opus 4.5 internally |
| Price | ~50% cheaper than Opus 4.5 |
| Context Window | 1 million tokens (vs 200K now) |
| Killer Feature | "Dev Team" / "Agent Swarm" mode — spawns multiple specialized agents (architect, backend, frontend, QA) that work in parallel |
| SWE-Bench | 80.9% (far surpassing existing models) |
| Release | Imminent (likely Q2 2026) |
Why Wait: Sonnet 5 could be the Claude that makes dropping everything else actually viable:
When Sonnet 5 drops: Re-evaluate entire stack. Could drop from Max 20x to Sonnet tier.
## Month: [Month Year]
### Daily Average Usage
- Hours/day: ___
- Requests/day: ___
- Primary model: ___
### Costs This Month
| Provider | Planned | Actual | Notes |
|----------|---------|--------|-------|
| Claude Max 20x | $200 | $___ | Waiting for Sonnet 5 |
| Fireworks Fire Pass | $28 | $___ | Backup orchestrator |
| GitHub Copilot | $10 | $___ | |
| OpenAI | $20 | $___ | API usage: $___ |
| Google Gemini | $20 | $___ | |
| MiniMax (OpenCode Go) | $10 | $___ | If needed |
| **TOTAL** | **~$288** | **$___** | **Current spend** |
### Sonnet 5 Watch
- [ ] Release announced
- [ ] Benchmarks verified
- [ ] Pricing confirmed
- [ ] Agent Swarm tested
- [ ] Decision: Drop Max 20x?
### If Sonnet 5 is Good - New Stack:
| Provider | Expected Cost |
|----------|---------------|
| Claude Sonnet 5 | ~$50-75? |
| Fireworks | $28 |
| Copilot | $10 |
| OpenAI | $20 |
| Gemini | $20 |
| **TOTAL** | **~$128-153** |
### Model Usage Breakdown
| Model | % Usage | Tokens Used | Cost |
|-------|---------|-------------|------|
| Claude Opus 4.6 (Max 20x) | ___% | ___M | $200 |
| Kimi K2.5 Turbo | ___% | Unlimited | $28 |
| GPT-5.4 | ___% | ___M | $___ |
| Gemini Pro | ___% | ___M | $___ |
| MiniMax M2.7 | ___% | ___M | $___ |
### Optimizations Made / Planned
- [x] **CANCELLED Z.ai GLM** — Infrastructure trash, quality degraded
- [x] **CANCELLED MiniMax subscription** — Use OpenCode Go or pay-as-you-go
- [x] **ADDED Fireworks Fire Pass** — $28/mo unlimited Kimi 200t/s
- [ ] **PENDING: Drop Claude Max 20x** — Waiting for Sonnet 5 "Fennec"
- If Sonnet 5 has Agent Swarm → Could replace OMO orchestration
- If 1M context works → Could simplify entire stack
- If ~$50-75/mo → Save $125-150/month
- [ ] **Evaluate Gemini need** — Do you actually use it beyond Google ecosystem?
### Notes
___
| Agent | Primary Model | Fallback | Monthly Cost |
|---|---|---|---|
| Sisyphus (Orchestrator) | 🔥 Claude Opus 4.6 (Max 20x) | Fireworks Kimi Turbo | $200 |
| Prometheus (Planner) | Claude Opus 4.6 | Fireworks Kimi | Included |
| Hephaestus (Deep work) | OpenAI GPT-5.4 | Gemini Pro | $20 + API |
| Oracle (Consultant) | OpenAI GPT-5.4 | Gemini Pro | API usage |
| Explore/Librarian | Fireworks Kimi / MiniMax | Copilot Grok | $28 |
| Frontend | Gemini 3.1 Pro | Fireworks Kimi | $20 |
Current Total: ~$278/month
| Agent | Primary Model | Why |
|---|---|---|
| Everything | 🚀 Claude Sonnet 5 "Fennec" | Agent Swarm built-in? 1M context? 50% cheaper? |
| Backup | Fireworks Kimi Turbo | $28/mo unlimited |
| IDE | GitHub Copilot Pro | $10 |
| Reasoning | GPT-5.4 (if needed) | $20 |
| Gemini Advanced | $20 (if still needed) |
Potential Total: ~$130-150/month
Savings: $130-150/month when Sonnet 5 drops
You're paying $200/month for Max 20x because:
If Sonnet 5 has:
Risk: Sonnet 5 could be delayed or not live up to leaks. But at $200/month, the potential payoff is worth the wait.
| Provider | Billing | Support | Docs |
|---|---|---|---|
| Fireworks | Billing | support@fireworks.ai | Docs |
| GitHub Copilot | Settings | GitHub Support | Docs |
| OpenAI | Billing | OpenAI Help | API Docs |
| Google Gemini | Google One | Google Support | Gemini Docs |
| Anthropic Claude | Account | Anthropic Support | Claude Docs |
| Z.ai | Z.ai Billing | Z.ai Support | GLM Docs |
| MiniMax | MiniMax Platform | MiniMax Support | API Docs |
| OpenCode | OpenCode | Discord/Discord | Docs |
| Use Case | Primary Model | Provider | Monthly Cost | Why |
|---|---|---|---|---|
| Orchestration | 🔥 Claude Opus 4.6 (Max 20x) | Anthropic | $200 | You hit Pro limits, need 220K tokens/5hr |
| Deep Reasoning | GPT-5.4 | OpenAI | $20 + API | Architecture, Oracle, Hephaestus |
| Frontend/UI | Gemini 3.1 Pro | $20 | Google ecosystem user | |
| Backup/Fast | Kimi K2.5 Turbo | Fireworks | $28 | Unlimited, 200 tok/s, testing as backup |
| IDE | Copilot | GitHub | $10 | Completions |
| Utility | MiniMax M2.7 | OpenCode Go | $10 | If needed |
Total: ~$288/month
| Use Case | Primary Model | Expected Cost |
|---|---|---|
| Everything | 🚀 Claude Sonnet 5 "Fennec" | ~$50-75? |
| Backup | Fireworks Kimi Turbo | $28 |
| IDE | Copilot Pro | $10 |
| Specialized | GPT-5.4 (if needed) | $20 |
| Gemini Advanced (if still needed) | $20 |
Potential Total: ~$130-150/month
Savings: $130-150/month ($1,500-1,800/year)
Generated by Claude for kevinhill
Tracker Version: 1.0
Update Frequency: Monthly or when pricing changes