API cost decision in 10 seconds

Reka Edge vs Nemotron Nano 12B 2 VL (free)

Pick Nemotron Nano 12B 2 VL (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 Nemotron Nano 12B 2 VL (free) when budget and context both matter.

On the standard 1M input plus 500K output workload, Nemotron Nano 12B 2 VL (free) is estimated at $0 vs $0.15 for Reka Edge, saving $0.15 (100% lower).

Cost-first pickNemotron Nano 12B 2 VL (free)
Context-first pickNemotron Nano 12B 2 VL (free)
Sample savings$0.15100%
10x traffic gap$1.5

Nemotron Nano 12B 2 VL (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.

Nemotron Nano 12B 2 VL (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickReka EdgeNemotron Nano 12B 2 VL (free)
Input-heavy / RAG5M input + 500K outputNemotron Nano 12B 2 VL (free)$0.55$0
Balanced workload1M input + 1M outputNemotron Nano 12B 2 VL (free)$0.2$0
Output-heavy chatbot1M input + 5M outputNemotron Nano 12B 2 VL (free)$0.6$0
Cheaper input Nemotron Nano 12B 2 VL (free) $0.1 vs $0 / 1M

Nemotron Nano 12B 2 VL (free) is free for input tokens while Reka Edge costs $0.1 per 1M tokens.

Cheaper output Nemotron Nano 12B 2 VL (free) $0.1 vs $0 / 1M

Nemotron Nano 12B 2 VL (free) is free for output tokens while Reka Edge costs $0.1 per 1M tokens.

Larger context Nemotron Nano 12B 2 VL (free) 16.38K vs 128K

Nemotron Nano 12B 2 VL (free) has 111.62K more context (7.81x larger).

Sample workload Nemotron Nano 12B 2 VL (free) $0.15 vs $0

Nemotron Nano 12B 2 VL (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
Nemotron Nano 12B 2 VL (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

Nemotron Nano 12B 2 VL (free) has the lower input price; Nemotron Nano 12B 2 VL (free) has the lower output price; Nemotron Nano 12B 2 VL (free) offers the larger context window. For the 1M input plus 500K output sample, Nemotron Nano 12B 2 VL (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 Nemotron Nano 12B 2 VL (free).

Best Fit

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

Choose Nemotron Nano 12B 2 VL (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, Nemotron Nano 12B 2 VL (free) is estimated at $0 vs $0.15 for Reka Edge, saving $0.15 (100% lower).
  • Nemotron Nano 12B 2 VL (free) is free for the standard workload while the other model is estimated at $0.15.
  • Nemotron Nano 12B 2 VL (free) is free for input tokens while Reka Edge costs $0.1 per 1M tokens.
  • Nemotron Nano 12B 2 VL (free) is free for output tokens while Reka Edge costs $0.1 per 1M tokens.
  • Nemotron Nano 12B 2 VL (free) has 111.62K more context (7.81x larger).
Head-to-Head Specs
FeatureReka Edge
(rekaai)
Nemotron Nano 12B 2 VL (free)
(NVIDIA)
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 Window16.38K128K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionNemotron Nano 12B 2 VL (free)On the standard 1M input plus 500K output workload, Nemotron Nano 12B 2 VL (free) is estimated at $0 vs $0.15 for Reka Edge, saving $0.15 (100% lower).
High-volume input processingNemotron Nano 12B 2 VL (free)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsNemotron Nano 12B 2 VL (free)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workNemotron Nano 12B 2 VL (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

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Larger context alternatives

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

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Provider catalogs

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rekaai catalog

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NVIDIA catalog

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

Open NVIDIA 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,...

Nemotron Nano 12B 2 VL (free)

NVIDIA Nemotron Nano 2 VL is a 12-billion-parameter open multimodal reasoning model designed for video understanding and document intelligence. It introduces a hybrid Transformer-Mamba architecture, combining transformer-level accuracy with Mamba’s...