fast lightweight-MoE coding & agentic work.
Every request on Ling 3.0 Flash is billed $0.00 — input, output and cache reads alike.
Ling 3.0 Flash beside its stablemates and nearest rivals. The ◆ marks the best value in each column across every row shown.
| Model | Intelligence | Coding | Speed | Input $/M | Output $/M | Blended $/M | Context |
|---|---|---|---|---|---|---|---|
| Step 3.7 Flash | 30.3◆ | 39.6◆ | 401.1◆ | $0.20◆ | $1.15◆ | $0.44◆ | 256K◆ |
| Claude Haiku 4.5 | 23.7◆ | —◆ | 119.7◆ | $1◆ | $5◆ | $2◆ | 200K◆ |
| Ling 3.0 Flash ◆ | —◆ | —◆ | —◆ | $0.00◆ | $0.00◆ | $0.00◆ | 256K◆ |
| DeepSeek V4 Propinned | 44.3◆ | 59.4◆ | 73.3◆ | $0.43◆ | $0.87◆ | $0.54◆ | 1M◆ |
| DeepSeek V4 Flashpinned | 40.3◆ | 56.2◆ | 115.1◆ | $0.14◆ | $0.28◆ | $0.18◆ | 1M◆ |
How far a month of credits goes on Ling 3.0 Flash.
Real coding tasks, from a quick lookup to a full-repo agent run — all of them free on Ling 3.0 Flash while the deal runs.
| Task | Tokens in · out | Ling 3.0 Flash | Claude Haiku 4.5 |
|---|---|---|---|
| Quick lookup / one-liner | 8K · 1K | $0.00 | $0.0065 |
| Review a 500-line PR | 60K · 4K | $0.00 | $0.04 |
| Fix a bug (agent loop) | 180K · 12K | $0.00 | $0.12 |
| Refactor a module | 320K · 20K | $0.00 | $0.21 |
| Full-repo agent run | 900K · 45K | $0.00 | $0.49 |
$0.00/M input and $0.00/M output, cache reads $0.00/M. In an agent loop most input is cache-read, so the effective input rate is about $0.00/M.cmd --model inclusionai/ling-3.0-flash-free, or type /model in a session and pick it. You can switch mid-session without losing context.Command Code is the AI coding agent that continuously learns your taste. Start for $1.