API cost decision in 10 seconds

NewGlimpse vs Sakana Namazu

Pick Glimpse when budget is the priority.

Page updated: 2026-10-17T04:07:47Z Data confirmed: 2026-10-17T04:07:47Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Glimpse when budget is the priority.

On the standard 1M input plus 500K output workload, Glimpse is estimated at $2.1 vs $2.95 for Sakana Namazu, saving $0.85 (28.8% lower).

Cost-first pickGlimpse

Context-first pickBoth models

Sample savings$0.8528.8%

10x traffic gap$8.5

The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $8.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

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

Workload shape	Token mix	Better pick	Glimpse	Sakana Namazu
Input-heavy / RAG	5M input + 500K output	Glimpse	$4.5	$6.75
Balanced workload	1M input + 1M output	Glimpse	$3.6	$4.95
Output-heavy chatbot	1M input + 5M output	Glimpse	$15.6	$20.95

Cheaper input Glimpse $0.6 vs $0.95 / 1M

Glimpse is $0.35 cheaper per 1M input tokens (36.8% lower; 1.58x difference).

Cheaper output Glimpse $3 vs $4 / 1M

Glimpse is $1 cheaper per 1M output tokens (25% lower; 1.33x difference).

Larger context Tie 262.14K vs 262.14K

Both models report the same context window at 262.14K tokens.

Sample workload Glimpse $2.1 vs $2.95

Glimpse is $0.85 cheaper on the standard workload (28.8% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Glimpse Calculating… Estimated API cost

Sakana Namazu 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

Glimpse has the lower input price; Glimpse has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, Glimpse is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $2.1 for Glimpse and $2.95 for Sakana Namazu.

Best Fit

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

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

Decision Notes

On the standard 1M input plus 500K output workload, Glimpse is estimated at $2.1 vs $2.95 for Sakana Namazu, saving $0.85 (28.8% lower).
Glimpse is $0.85 cheaper on the standard workload (28.8% lower).
Glimpse is $0.35 cheaper per 1M input tokens (36.8% lower; 1.58x difference).
Glimpse is $1 cheaper per 1M output tokens (25% lower; 1.33x difference).
Both models report the same context window at 262.14K tokens.

Head-to-Head Specs

Feature	NewGlimpse (Elorian)	Sakana Namazu (Sakana)
Input Price prompt tokens per 1M	$0.6	$0.95
Completion Price per 1M tokens	$3	$4
Sample Workload Cost 1M input + 500K output	$2.1	$2.95
Context Window	262.14K	262.14K
Release Date	2026-10-17	2026-08-11

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Glimpse	On the standard 1M input plus 500K output workload, Glimpse is estimated at $2.1 vs $2.95 for Sakana Namazu, saving $0.85 (28.8% lower).
High-volume input processing	Glimpse	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Glimpse	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Tie	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

Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
Grok 4.20 offers 2M context with $2.5 sample workload cost.
Llama 4 Scout offers 1.31M context with $0.25 sample workload cost.
MiMo-V2.6-Flash offers 1.05M context with $0.28 sample workload cost.

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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

Elorian catalog

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

Open Elorian models

Sakana catalog

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

Open Sakana models

Glimpse

Glimpse is a multimodal visual reasoning model from Elorian, built for visual understanding and complex visual reasoning in the physical world. It reasons directly over images and video rather than...

Sakana Namazu

Sakana Namazu is a Japanese-specialized reasoning model from Sakana AI, based on Kimi K2.6 with additional training for Japanese language and business contexts. It is suited for Japanese instruction following,...