API cost decision in 10 seconds

Reka Edge vs LFM2.5-1.2B-Thinking (free)

Pick LFM2.5-1.2B-Thinking (free) when budget and context both matter.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick LFM2.5-1.2B-Thinking (free) when budget and context both matter.

On the standard 1M input plus 500K output workload, LFM2.5-1.2B-Thinking (free) is estimated at $0 vs $0.15 for Reka Edge, saving $0.15 (100% lower).

Cost-first pickLFM2.5-1.2B-Thinking (free)
Context-first pickLFM2.5-1.2B-Thinking (free)
Sample savings$0.15100%
10x traffic gap$1.5

LFM2.5-1.2B-Thinking (free) is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $1.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

LFM2.5-1.2B-Thinking (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickReka EdgeLFM2.5-1.2B-Thinking (free)
Input-heavy / RAG5M input + 500K outputLFM2.5-1.2B-Thinking (free)$0.55$0
Balanced workload1M input + 1M outputLFM2.5-1.2B-Thinking (free)$0.2$0
Output-heavy chatbot1M input + 5M outputLFM2.5-1.2B-Thinking (free)$0.6$0
Cheaper input LFM2.5-1.2B-Thinking (free) $0.1 vs $0 / 1M

LFM2.5-1.2B-Thinking (free) is free for input tokens while Reka Edge costs $0.1 per 1M tokens.

Cheaper output LFM2.5-1.2B-Thinking (free) $0.1 vs $0 / 1M

LFM2.5-1.2B-Thinking (free) is free for output tokens while Reka Edge costs $0.1 per 1M tokens.

Larger context LFM2.5-1.2B-Thinking (free) 16.38K vs 32.77K

LFM2.5-1.2B-Thinking (free) has 16.38K more context (2x larger).

Sample workload LFM2.5-1.2B-Thinking (free) $0.15 vs $0

LFM2.5-1.2B-Thinking (free) is free for the standard workload while the other model is estimated at $0.15.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Reka Edge Calculating… Estimated API cost
LFM2.5-1.2B-Thinking (free) Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

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

Verdict

LFM2.5-1.2B-Thinking (free) has the lower input price; LFM2.5-1.2B-Thinking (free) has the lower output price; LFM2.5-1.2B-Thinking (free) offers the larger context window. For the 1M input plus 500K output sample, LFM2.5-1.2B-Thinking (free) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.15 for Reka Edge and $0 for LFM2.5-1.2B-Thinking (free).

Best Fit

Choose Reka Edge when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Choose LFM2.5-1.2B-Thinking (free) when you care most about lower input-token price, lower output-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, LFM2.5-1.2B-Thinking (free) is estimated at $0 vs $0.15 for Reka Edge, saving $0.15 (100% lower).
  • LFM2.5-1.2B-Thinking (free) is free for the standard workload while the other model is estimated at $0.15.
  • LFM2.5-1.2B-Thinking (free) is free for input tokens while Reka Edge costs $0.1 per 1M tokens.
  • LFM2.5-1.2B-Thinking (free) is free for output tokens while Reka Edge costs $0.1 per 1M tokens.
  • LFM2.5-1.2B-Thinking (free) has 16.38K more context (2x larger).
Head-to-Head Specs
FeatureReka Edge
(rekaai)
LFM2.5-1.2B-Thinking (free)
(LiquidAI)
Input Price
prompt tokens per 1M
$0.1$0
Completion Price
per 1M tokens
$0.1$0
Sample Workload Cost
1M input + 500K output
$0.15$0
Context Window16.38K32.77K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionLFM2.5-1.2B-Thinking (free)On the standard 1M input plus 500K output workload, LFM2.5-1.2B-Thinking (free) is estimated at $0 vs $0.15 for Reka Edge, saving $0.15 (100% lower).
High-volume input processingLFM2.5-1.2B-Thinking (free)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsLFM2.5-1.2B-Thinking (free)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workLFM2.5-1.2B-Thinking (free)A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • No lower-cost same-provider swap is currently tracked for this pair.
Popular competitors
  • No popular competitor is currently available.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

rekaai catalog

Review all tracked rekaai models before deciding whether this matchup is the right shortlist.

Open rekaai models

LiquidAI catalog

Check other LiquidAI models with comparable pricing, context, or release timing.

Open LiquidAI models
Reka Edge

Reka Edge is an extremely efficient 7B multimodal vision-language model that accepts image/video+text inputs and generates text outputs. This model is optimized specifically to deliver industry-leading performance in image understanding,...

LFM2.5-1.2B-Thinking (free)

LFM2.5-1.2B-Thinking is a lightweight reasoning-focused model optimized for agentic tasks, data extraction, and RAG—while still running comfortably on edge devices. It supports long context (up to 32K tokens) and is...