LFM2.5-2.6B (free) is free for input tokens while DeepSeek Pro Latest costs $0.58 per 1M tokens.
API cost decision in 10 seconds
NewDeepSeek Pro Latest vs LFM2.5-2.6B (free)
Pick LFM2.5-2.6B (free) for lower cost; pick DeepSeek Pro Latest 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 LFM2.5-2.6B (free) for lower cost; pick DeepSeek Pro Latest only if the larger context window matters more.
On the standard 1M input plus 500K output workload, LFM2.5-2.6B (free) is estimated at $0 vs $1.45 for DeepSeek Pro Latest, saving $1.45 (100% lower).
Cost-first pickLFM2.5-2.6B (free)
Context-first pickDeepSeek Pro Latest
Sample savings$1.45100%
10x traffic gap$14.49
DeepSeek Pro Latest has more context, but LFM2.5-2.6B (free) saves $1.45 on the standard workload. At 10x that traffic, the same price gap is about $14.49. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
LFM2.5-2.6B (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | DeepSeek Pro Latest | LFM2.5-2.6B (free) |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | LFM2.5-2.6B (free) | $3.77 | $0 |
| Balanced workload | 1M input + 1M output | LFM2.5-2.6B (free) | $2.32 | $0 |
| Output-heavy chatbot | 1M input + 5M output | LFM2.5-2.6B (free) | $9.27 | $0 |
LFM2.5-2.6B (free) is free for output tokens while DeepSeek Pro Latest costs $1.74 per 1M tokens.
DeepSeek Pro Latest has 983.04K more context (16x larger).
LFM2.5-2.6B (free) is free for the standard workload while the other model is estimated at $1.45.
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
LFM2.5-2.6B (free) has the lower input price; LFM2.5-2.6B (free) has the lower output price; DeepSeek Pro Latest offers the larger context window. For the 1M input plus 500K output sample, LFM2.5-2.6B (free) is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $1.45 for DeepSeek Pro Latest and $0 for LFM2.5-2.6B (free).
Choose DeepSeek Pro Latest when you care most about larger context window.
Choose LFM2.5-2.6B (free) when you care most about lower input-token price, and lower output-token price.
- On the standard 1M input plus 500K output workload, LFM2.5-2.6B (free) is estimated at $0 vs $1.45 for DeepSeek Pro Latest, saving $1.45 (100% lower).
- LFM2.5-2.6B (free) is free for the standard workload while the other model is estimated at $1.45.
- LFM2.5-2.6B (free) is free for input tokens while DeepSeek Pro Latest costs $0.58 per 1M tokens.
- LFM2.5-2.6B (free) is free for output tokens while DeepSeek Pro Latest costs $1.74 per 1M tokens.
- DeepSeek Pro Latest has 983.04K more context (16x larger).
| Feature | NewDeepSeek Pro Latest (DeepSeek) | LFM2.5-2.6B (free) (LiquidAI) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.5795 | $0 |
| Completion Price per 1M tokens | $1.7384 | $0 |
| Sample Workload Cost 1M input + 500K output | $1.45 | $0 |
| Context Window | 1.05M | 65.54K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | LFM2.5-2.6B (free) | On the standard 1M input plus 500K output workload, LFM2.5-2.6B (free) is estimated at $0 vs $1.45 for DeepSeek Pro Latest, saving $1.45 (100% lower). |
| High-volume input processing | LFM2.5-2.6B (free) | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | LFM2.5-2.6B (free) | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | DeepSeek Pro Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- DeepSeek V4 Flash (free) can replace DeepSeek Pro Latest when lower sample workload cost matters most: $0.
- DeepSeek V4 Flash Latest can replace DeepSeek Pro Latest when lower sample workload cost matters most: $0.09.
- DeepSeek V4 Flash 0731 can replace DeepSeek Pro Latest when lower sample workload cost matters most: $0.12.
- DeepSeek V4 Flash 0423 can replace DeepSeek Pro Latest when lower sample workload cost matters most: $0.17.
- GLM 5.3 Flash offers 1.31M context with $0.4 sample workload cost.
- DeepSeek V4 Flash 0731 offers 1.31M context with $0.12 sample workload cost.
- GLM Flash Latest offers 1.31M context with $0.2 sample workload cost.
- DeepSeek V4 Flash Latest offers 1.31M context with $0.09 sample workload cost.
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- GLM 5.3 Flash · Z.ai · #3
- DeepSeek V4 Flash 0731 · DeepSeek · #4
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LFM2.5-2.6B is a compact reasoning model from Liquid AI. It is suited for agent workflows, data extraction, RAG, and long-context processing. Liquid advises against using it for agentic coding or...