Elorian vs Fireworks

Elorian lists 1 models and Fireworks 1. Elorian is cheaper on a typical model ($1.20 per 1M tokens median). Below: line-up, price tiers, the cheapest model for each capability, and what each costs for five real workloads.

At a glance

ElorianFireworks
Models listed11
Models with published pricing11
Typical price (median, 3:1 blend per 1M)$1.20$6.00
Cheapest paid modelElorian: Glimpse ($1.20)Fireworks: Ember-1 ($6.00)
Longest contextElorian: Glimpse (262K)Fireworks: Ember-1 (1.0M)
Free models00
Newest modelElorian: Glimpse (2026-10-17)Fireworks: Ember-1 (2026-09-24)
Price changes in the last 90 days00
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What each costs for real workloads

For each workload: the cheapest model from each provider that can actually do it (fits the context window; tool calling required for the agent), and its monthly cost at list price.

Workload (per month)ElorianFireworks
Customer-support chatbot
50,000 conversations — each a 6-turn conversation
$105 with Elorian: Glimpse$525 with Fireworks: Ember-1
RAG search over documents
20,000 questions — each a question answered from ~8 retrieved passages
$102 with Elorian: Glimpse$510 with Fireworks: Ember-1
Coding / tool-using agent
2,000 tasks — each a multi-step task with tool calls and file context
$108 with Elorian: Glimpse$540 with Fireworks: Ember-1
Batch summarisation
10,000 documents — each a 6,000-word report summarised to a page
$66.00 with Elorian: Glimpse$330 with Fireworks: Ember-1
Long-document analysis
500 documents — each a 150-page contract or codebase read in one pass
$33.00 with Elorian: Glimpse$165 with Fireworks: Ember-1

Cheapest model for each capability

You needElorianFireworks
Any modelElorian: Glimpse ($1.20)Fireworks: Ember-1 ($6.00)
With tool callingElorian: Glimpse ($1.20)Fireworks: Ember-1 ($6.00)
With image inputElorian: Glimpse ($1.20)Fireworks: Ember-1 ($6.00)
With reasoning modeElorian: Glimpse ($1.20)Fireworks: Ember-1 ($6.00)
128K+ contextElorian: Glimpse ($1.20)Fireworks: Ember-1 ($6.00)
1M+ contextnone listedFireworks: Ember-1 ($6.00)

Line-up by type and price tier

Model typeElorianFireworks
text+image+video->text10
text+image->text01
Price per 1M (3:1 blend)ElorianFireworks
Free00
Under $0.5000
$0.50 – $310
$3 – $1001
$10 and up00

Frequently asked questions

How does Elorian cost compare with Fireworks cost?

Elorian is cheaper on a typical model: a median of $1.20 per 1M tokens (3:1 input/output) against $6.00 for Fireworks. The cheapest paid models are Elorian: Glimpse at $1.20 and Fireworks: Ember-1 at $6.00.

Is Elorian better than Fireworks?

It depends on the job: both list 1 models, Elorian the lower typical price, Fireworks the longest context (1.0M tokens). The workload table above shows which wins for chat, RAG, agents, batch jobs and long documents.

Which has more models, Elorian or Fireworks?

Neither — both list 1 models.

Which provider has the longest context window?

Fireworks: Elorian's longest is Elorian: Glimpse at 262K tokens; Fireworks's is Fireworks: Ember-1 at 1.0M.

Do Elorian or Fireworks offer free models?

Neither lists a free model; both are pay-per-token.

Which provider has models that can read images?

Elorian: 1 of 1 models accept images. Fireworks: 1 of 1.

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