MODEL PROOF

Ling 3.0 Flash Fin

NOT INDEPENDENTLY RATED

No independent LMArena score is published for this model.

$0.111 / 1M tokens Balanced · 3 tokens in per 1 out

deal-only price: No offer passes the like-for-like test, so this price is a fallback: precision not disclosed. · precision not disclosed: The seller whose offer sets this price does not declare its serving precision. It is not read as full precision. · Serving precision differs between offers.

Independent LMArena score
Not independently rated
Context window
262.14K
Maximum output
32.77K
Input modalities
text
Output modalities
text
Published input price
$0.075 / 1M tokens
Published output price
$0.220 / 1M tokens
Pricing kind
fixed

Inspect complete billing conditions and endpoint terms below.

Price from Novita: no serving offer passes the like-for-like test, so this is a fallback. deal-only price precision not disclosed The seller whose offer sets this price does not declare its serving precision. It is not read as full precision.

Cheaper right now: $0.042 in · $0.123 out per million tokens at Novita, a promotion of 44%. The price on this page is Novita’s standard rate: the ranking uses the standard rate, never a promotion.

Every price dimension · USD per million tokens
Input$0.075/M
Output$0.220/M
Cached input$0.015/M
Cache writeUnknown/M
Cache write 1hUnknown/M
ReasoningUnknown/M

Who sells it

The same weights, different shops. Cheapest is not like-for-like when serving precision differs.

Headline cheapest is a lower precision. Like-for-like at the best declared precision is $0.060/M from DeepInfra.

2 provider offers · rates, limits and conditions

Rates are USD per million tokens. Endpoint terms can differ even when the quoted price and precision match. A listed parameter is a provider declaration, not a task-success test.

SellerInputOutputPrecisionUptime (1d)
Novitanovita
Endpoint terms
Cached input /M
$0.0084
Context limit
262,144 tokens
Output limit
32,768 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
44% · already included in these rates
Uptime · last 30 minutes
100.00%
$0.042 $0.123 undeclared 100.00%
DeepInfradeepinfra/fp4
Endpoint terms
Cached input /M
$0.012
Context limit
262,144 tokens
Output limit
235,929 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$0.060 $0.180 fp4 99.95%

Independent scores

No independent benchmark has measured this model. Unrated is not a score of zero.

Capability

Context window262K
Max output32K
Input modestext
Tool useyes
Reasoningoptional
Open weightsUnknown

Provenance

Price sourceopenrouter.ai
Fetched2026-10-06
Quality dataunrated

Ling 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment...

Questions this page answers

What does Ling 3.0 Flash Fin cost?

$0.075/M in, $0.220/M out in this catalogue, as of the fetch date on this page. That is the API row, not a subscription.

Does Ling 3.0 Flash Fin have an independent quality score?

Ling 3.0 Flash Fin has no independent quality score in this catalogue. Unrated is not a score of zero.

What beats Ling 3.0 Flash Fin?

Ling 3.0 Flash Fin has no independent quality score. Unrated is not a score of zero.

Does this page use Artificial Analysis scores for Ling 3.0 Flash Fin?

No. Artificial Analysis figures are not published here. Quality on this page is LMArena Elo where a score exists; otherwise the row is unrated.

Does a missing score mean Ling 3.0 Flash Fin scored zero?

Unrated is not a score of zero.

Is the cheapest Ling 3.0 Flash Fin endpoint the same product?

Headline cheapest is a lower precision. Like-for-like at the best declared precision is $0.060/M from DeepInfra.

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Ling 3.0 Flash Fin — Undominated.ai dominance verdict

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