Why We Dropped GitHub Copilot After the Token-Based Pricing Switch — And What We Use Instead
GitHub Copilot's June 2026 token-based 'AI Credits' model turned our predictable $29/mo into a $200–800/mo variable bill. We migrated to Claude Code credit pool + Codex and cut spend 60% with better agentic workflows.
Published 2026-06-14
Why We Dropped GitHub Copilot After the Token-Based Pricing Switch — And What We Use Instead
TL;DR: Copilot’s token-based “AI Credits” (launched ~June 1, 2026) made costs unpredictable — heavy users saw 10–50× spikes. Our 2-dev team moved to Claude Code credit pool ($100/mo fixed) + Codex ($20 incl.) for agentic work, kept Cursor Pro ($20) for quick edits. Full migration notes →
The Context
Two-dev team at Basso Digital, ~120 hrs/mo combined AI-assisted coding across internal OS + 5 client sites. Used Copilot Business ($19/seat) since 2023 for inline completions and chat. June 1, 2026: GitHub rolled out token-based “AI Credits” replacing flat seat pricing. No grandfathering for existing Business seats — migration forced at renewal.
What We Tested
| Tool | Use Case | Verdict | Why |
|---|---|---|---|
| GitHub Copilot Business (pre-June) | Inline completions, chat | ✅ Baseline | Predictable $38/mo; good for TS/React surgical edits |
| GitHub Copilot AI Credits (post-June) | Same workflows | ❌ | 10–50× cost spikes for agentic loops; no cap; billing opaque |
| Claude Code Credit Pool | Terminal agent, multi-file refactors, architecture | ✅ | $100/mo fixed cap; Sonnet covers 90% of tasks; Opus flagged |
| Codex (ChatGPT Plus) | Persistent agent, research, scaffolding | ✅ | $20/mo incl.; different mode complementary to Claude |
| Cursor Pro | Quick TS/React surgical edits (<30 min) | ✅ | $20 fixed; Composer context loss limits long tasks |
The Pivot Point
June 3, 2026: First Copilot AI Credits bill projection — $340 for Week 1 alone. Our workflow: Cursor Composer for multi-file tasks (spawns many API calls), Copilot chat for questions. Token model charges per request, not per seat. A single Composer session = 50–200 requests. No daily/monthly cap. Bill projection for month: >$1,200. We paused Copilot that day.
What We Use Now
Primary: Claude Code Credit Pool ($100/mo)
- Default model: Sonnet (in pool, ~$0.60/hr effective)
cc --model opus --reason "auth|infra|payments"for Opus (API rates, logged)- Daily cron alert at 85 credits (of 100):
claude-code usage --json | jq '.credits_used' - Weekly review:
claude-code usage --since 7d --by-model→ adjust Opus allocation
Secondary: Codex via ChatGPT Plus ($20/mo, no marginal cost)
- Persistent agent mode for research, scaffolding, docs
cxalias → Codex CLI (included)- No token anxiety; different UX paradigm complements Claude
Tertiary: Cursor Pro ($20/mo)
- Kept for <30 min TypeScript/React surgical edits where Composer shines
- Not used for agentic loops (context loss, no terminal autonomy)
When You’d Choose Differently
- Light users (<10 hrs/week): Copilot AI Credits may stay <$50/mo; flat-rate simplicity wins
- Enterprise with volume discount: Negotiate GitHub Enterprise AI Credits; per-seat caps may work
- VS Code-only teams unwilling to adopt terminal agents: Copilot Chat in VS Code still best-in-class for inline
- Budget = $0: Copilot Free tier (50 requests/mo) + Continue (local) + Aider (local)
Tool Crucible Rating
| Dimension | Rating (1–5) | Notes |
|---|---|---|
| Overall | 2 | Pricing model breaks trust; forced migration at renewal feels hostile |
| Ease of Use | 4 | VS Code integration still best; zero config |
| Value | 1 | 10–50× cost increase for same workflow; no cap |
| Support | 2 | Billing disputes slow; no proactive migration help |
This is part of our AI Coding Tool Evaluation series. See full migration guide: Copilot → Claude Code + Codex: Complete 2026 Migration
Last reviewed 2026-06-14. See our methodology and affiliate policy.