Ling 3.0 Flash VL (free) is free for input tokens while Claude Haiku 5.5 costs $0.1 per 1M tokens.
API cost decision in 10 seconds
NewClaude Haiku 5.5 vs Ling 3.0 Flash VL (free)
Pick Ling 3.0 Flash VL (free) for lower cost; pick Claude Haiku 5.5 only if the larger context window matters more.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Ling 3.0 Flash VL (free) for lower cost; pick Claude Haiku 5.5 only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Ling 3.0 Flash VL (free) is estimated at $0 vs $0.35 for Claude Haiku 5.5, saving $0.35 (100% lower).
Cost-first pickLing 3.0 Flash VL (free)
Context-first pickClaude Haiku 5.5
Sample savings$0.35100%
10x traffic gap$3.5
Claude Haiku 5.5 has more context, but Ling 3.0 Flash VL (free) saves $0.35 on the standard workload. At 10x that traffic, the same price gap is about $3.5. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Ling 3.0 Flash VL (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Claude Haiku 5.5 | Ling 3.0 Flash VL (free) |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Ling 3.0 Flash VL (free) | $0.75 | $0 |
| Balanced workload | 1M input + 1M output | Ling 3.0 Flash VL (free) | $0.6 | $0 |
| Output-heavy chatbot | 1M input + 5M output | Ling 3.0 Flash VL (free) | $2.6 | $0 |
Ling 3.0 Flash VL (free) is free for output tokens while Claude Haiku 5.5 costs $0.5 per 1M tokens.
Claude Haiku 5.5 has 737.86K more context (3.81x larger).
Ling 3.0 Flash VL (free) is free for the standard workload while the other model is estimated at $0.35.
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
Ling 3.0 Flash VL (free) has the lower input price; Ling 3.0 Flash VL (free) has the lower output price; Claude Haiku 5.5 offers the larger context window. For the 1M input plus 500K output sample, Ling 3.0 Flash VL (free) is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.35 for Claude Haiku 5.5 and $0 for Ling 3.0 Flash VL (free).
Choose Claude Haiku 5.5 when you care most about larger context window.
Choose Ling 3.0 Flash VL (free) when you care most about lower input-token price, and lower output-token price.
- On the standard 1M input plus 500K output workload, Ling 3.0 Flash VL (free) is estimated at $0 vs $0.35 for Claude Haiku 5.5, saving $0.35 (100% lower).
- Ling 3.0 Flash VL (free) is free for the standard workload while the other model is estimated at $0.35.
- Ling 3.0 Flash VL (free) is free for input tokens while Claude Haiku 5.5 costs $0.1 per 1M tokens.
- Ling 3.0 Flash VL (free) is free for output tokens while Claude Haiku 5.5 costs $0.5 per 1M tokens.
- Claude Haiku 5.5 has 737.86K more context (3.81x larger).
| Feature | NewClaude Haiku 5.5 (Anthropic) | Ling 3.0 Flash VL (free) (inclusionAI) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.1 | $0 |
| Completion Price per 1M tokens | $0.5 | $0 |
| Sample Workload Cost 1M input + 500K output | $0.35 | $0 |
| Context Window | 1M | 262.14K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Ling 3.0 Flash VL (free) | On the standard 1M input plus 500K output workload, Ling 3.0 Flash VL (free) is estimated at $0 vs $0.35 for Claude Haiku 5.5, saving $0.35 (100% lower). |
| High-volume input processing | Ling 3.0 Flash VL (free) | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Ling 3.0 Flash VL (free) | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Claude Haiku 5.5 | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Claude Haiku 5.5 (batch) can replace Claude Haiku 5.5 when lower sample workload cost matters most: $0.17.
- MiMo-V2.6-Flash offers 1.05M context with $0.28 sample workload cost.
- GPT-6 Luna offers 1.05M context with $0.35 sample workload cost.
- GPT-6 Luna Pro offers 1.05M context with $0.35 sample workload cost.
- GPT-6 Luna Pro (batch) offers 1.05M context with $0.17 sample workload cost.
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Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
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Open provider hubsAnthropic catalog
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