API cost decision in 10 seconds

NewGlimpse vs NewMercury 3

Pick Mercury 3 when budget and context both matter.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Mercury 3 when budget and context both matter.

On the standard 1M input plus 500K output workload, Mercury 3 is estimated at $0.28 vs $2.1 for Glimpse, saving $1.83 (86.9% lower).

Cost-first pickMercury 3
Context-first pickMercury 3
Sample savings$1.8386.9%
10x traffic gap$18.25

Mercury 3 is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $18.25. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Mercury 3 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGlimpseMercury 3
Input-heavy / RAG5M input + 500K outputMercury 3$4.5$0.68
Balanced workload1M input + 1M outputMercury 3$3.6$0.45
Output-heavy chatbot1M input + 5M outputMercury 3$15.6$1.85
Cheaper input Mercury 3 $0.6 vs $0.1 / 1M

Mercury 3 is $0.5 cheaper per 1M input tokens (83.3% lower; 6x difference).

Cheaper output Mercury 3 $3 vs $0.35 / 1M

Mercury 3 is $2.65 cheaper per 1M output tokens (88.3% lower; 8.57x difference).

Larger context Mercury 3 262.14K vs 1M

Mercury 3 has 737.86K more context (3.81x larger).

Sample workload Mercury 3 $2.1 vs $0.28

Mercury 3 is $1.83 cheaper on the standard workload (86.9% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Glimpse Calculating… Estimated API cost
Mercury 3 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

Mercury 3 has the lower input price; Mercury 3 has the lower output price; Mercury 3 offers the larger context window. For the 1M input plus 500K output sample, Mercury 3 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 $0.28 for Mercury 3.

Best Fit

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

Choose Mercury 3 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, Mercury 3 is estimated at $0.28 vs $2.1 for Glimpse, saving $1.83 (86.9% lower).
  • Mercury 3 is $1.83 cheaper on the standard workload (86.9% lower).
  • Mercury 3 is $0.5 cheaper per 1M input tokens (83.3% lower; 6x difference).
  • Mercury 3 is $2.65 cheaper per 1M output tokens (88.3% lower; 8.57x difference).
  • Mercury 3 has 737.86K more context (3.81x larger).
Head-to-Head Specs
FeatureNewGlimpse
(Elorian)
NewMercury 3
(Inception)
Input Price
prompt tokens per 1M
$0.6$0.1
Completion Price
per 1M tokens
$3$0.35
Sample Workload Cost
1M input + 500K output
$2.1$0.28
Context Window262.14K1M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionMercury 3On the standard 1M input plus 500K output workload, Mercury 3 is estimated at $0.28 vs $2.1 for Glimpse, saving $1.83 (86.9% lower).
High-volume input processingMercury 3Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsMercury 3Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workMercury 3A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Mercury 2.5 can replace Mercury 3 when lower sample workload cost matters most: $0.11.
Larger context near this budget

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

Inception catalog

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

Open Inception 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...

Mercury 3

Mercury 3 is a diffusion-based language model from Inception, and the lab's most capable model to date. It is suited for agentic workflows and real-time applications where latency compounds, such...