API cost decision in 10 seconds

Reka Edge vs Olmo 3 32B Think

Pick Reka Edge for lower cost; pick Olmo 3 32B Think only if the larger context window matters more.

Page updated: 2026-05-26T10:03:26Z Data confirmed: 2026-05-26T13:08:02Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Reka Edge for lower cost; pick Olmo 3 32B Think only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Reka Edge is estimated at $0.15 vs $0.4 for Olmo 3 32B Think, saving $0.25 (62.5% lower).

Cost-first pickReka Edge

Context-first pickOlmo 3 32B Think

Sample savings$0.2562.5%

10x traffic gap$2.5

Olmo 3 32B Think has more context, but Reka Edge saves $0.25 on the standard workload. At 10x that traffic, the same price gap is about $2.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Reka Edge stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Reka Edge	Olmo 3 32B Think
Input-heavy / RAG	5M input + 500K output	Reka Edge	$0.55	$1
Balanced workload	1M input + 1M output	Reka Edge	$0.2	$0.65
Output-heavy chatbot	1M input + 5M output	Reka Edge	$0.6	$2.65

Cheaper input Reka Edge $0.1 vs $0.15 / 1M

Reka Edge is $0.05 cheaper per 1M input tokens (33.3% lower; 1.5x difference).

Cheaper output Reka Edge $0.1 vs $0.5 / 1M

Reka Edge is $0.4 cheaper per 1M output tokens (80% lower; 5x difference).

Larger context Olmo 3 32B Think 16.38K vs 65.54K

Olmo 3 32B Think has 49.15K more context (4x larger).

Sample workload Reka Edge $0.15 vs $0.4

Reka Edge is $0.25 cheaper on the standard workload (62.5% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Reka Edge Calculating… Estimated API cost

Olmo 3 32B Think 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

Reka Edge has the lower input price; Reka Edge has the lower output price; Olmo 3 32B Think offers the larger context window. For the 1M input plus 500K output sample, Reka Edge 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 $0.4 for Olmo 3 32B Think.

Best Fit

Choose Reka Edge when you care most about lower input-token price, and lower output-token price.

Choose Olmo 3 32B Think when you care most about larger context window.

Decision Notes

On the standard 1M input plus 500K output workload, Reka Edge is estimated at $0.15 vs $0.4 for Olmo 3 32B Think, saving $0.25 (62.5% lower).
Reka Edge is $0.25 cheaper on the standard workload (62.5% lower).
Reka Edge is $0.05 cheaper per 1M input tokens (33.3% lower; 1.5x difference).
Reka Edge is $0.4 cheaper per 1M output tokens (80% lower; 5x difference).
Olmo 3 32B Think has 49.15K more context (4x larger).

Head-to-Head Specs

Feature	Reka Edge (rekaai)	Olmo 3 32B Think (AllenAI)
Input Price prompt tokens per 1M	$0.1	$0.15
Completion Price per 1M tokens	$0.1	$0.5
Sample Workload Cost 1M input + 500K output	$0.15	$0.4
Context Window	16.38K	65.54K
Release Date	2026-03-20	2025-11-21

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Reka Edge	On the standard 1M input plus 500K output workload, Reka Edge is estimated at $0.15 vs $0.4 for Olmo 3 32B Think, saving $0.25 (62.5% lower).
High-volume input processing	Reka Edge	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Reka Edge	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Olmo 3 32B Think	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.

Larger context near this budget

Llama 4 Scout offers 10M context with $0.23 sample workload cost.
Owl Alpha offers 1.05M context with $0 sample workload cost.
DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.
Gemini 2.5 Flash Lite offers 1.05M context with $0.3 sample workload cost.

Popular competitors

DeepSeek V4 Flash · DeepSeek · #1
Hy3 preview · Tencent · #2
Claude Opus 4.7 · Anthropic · #3
Claude Sonnet 4.6 · Anthropic · #4

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

AllenAI catalog

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

Open AllenAI 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,...

Olmo 3 32B Think

Olmo 3 32B Think is a large-scale, 32-billion-parameter model purpose-built for deep reasoning, complex logic chains and advanced instruction-following scenarios. Its capacity enables strong performance on demanding evaluation tasks and...