Skip to content
Model infoModelsSnapshot: 15 Oct 2026

Lelapa AI / Lelapa-X / Vulavula

Lelapa-X-LID

Proprietary audio language identification for four South African language varieties.

previewClosed weightsAudio processing
Official documentation (opens in a new tab)Reviewed 16 Oct 2026
8 of 22 specification fields collected
Context windowNot collectedAwaiting source review
Maximum outputNot collectedAwaiting source review
Input billingSee billing notesLelapa Vulavula API
Output billingSee billing notesAccess and billing notes below

Specifications

Provider-documented facts. “Not collected” means we have not verified that field yet, not that the feature is unsupported.

Context / input limit
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Maximum input tokens
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Maximum output
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Parameters
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Release date
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Knowledge cutoff
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Tool calling
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Structured output
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Streaming
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Batch processing
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Fine-tuning
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Reasoning
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Context caching
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Base model
Not collected

No reviewed model-specific value. Unknown is not unsupported.

Published price
Dev Pass: USD 9.99/month with 1,000 API calls. Public pricing lists SMME Pass at USD 49.99/month with 10,000 calls; plan documentation instead lists USD 49/month. Confirm at checkout. Enterprise is quoted, with 500,000+ calls described. These are subscription allowances, not token or marginal per-call rates.Source for Published price (opens in a new tab)
Pricing discrepancy
SMME price differs between public pricing (USD 49.99) and plan docs (USD 49). Enterprise marketing says no rate limits; technical plan docs say custom limits. Do not infer unlimited concurrency or an unconditional request quota.Source for Pricing discrepancy (opens in a new tab)
Request quotas
Per project: Free and Dev 60 requests/minute; SMME 120/minute; Enterprise custom. Keys in one project share quotas. Free allowance is 100 calls/month; monthly limits reset on the first day UTC. Only successful calls count for billing.Source for Request quotas (opens in a new tab)
Languages
isiZulu, seSotho, Afrikaans, South African EnglishSource for Languages (opens in a new tab)
Installed model version
1.0.0 in the published card; immutable serving version unknown.Source for Installed model version (opens in a new tab)
Published training method
Proprietary model trained on audio.Source for Published training method (opens in a new tab)

Access & pricing

Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.

API model ID
Not collected

Routes select languages or product features rather than exposing an immutable model ID.

Access
POST https://api.lelapa.ai/v1/transcribe/sync. X-CLIENT-TOKEN authentication; documented keys expire after 90 days. Omit lang_code for automatic language detection.
Regions
Model-specific processing location not established in reviewed sources.

Endpoint pricing has not been collected. Check the provider for applicable rates.

Data & enterprise terms

The May 2026 privacy notice says client data is not used for model training. Audio and transcripts follow the customer data-processing agreement; processing logs follow a separate retention policy. No universal numerical retention period or zero-retention guarantee is published. Service subprocessors are covered by data-processing agreements. Software rights remain with Lelapa; customers retain rights to outputs.

Read the service policy (opens in a new tab)

Caching

Caching can reuse earlier input processing. Availability, lifetime and billing depend on the endpoint. A cache hit still generates a new response.

01 / INITIAL INPUTProcess & retain

The system processes eligible input and retains reusable state.

02 / LATER REQUESTCheck available state

Reuse depends on matching input, session state and the cache policy.

03 / CACHE HITReuse & generate

Reusing state can reduce repeated work. Any charges follow the billing rules below.

Lelapa Vulavula API

Not verified

No reviewed model inference-cache contract. Browser cookies, credentials, quota refill and stored transcripts are not native prompt caching.

How it works
Not collected

No reviewed model inference-cache contract. Browser cookies, credentials, quota refill and stored transcripts are not native prompt caching.

Minimum reusable input
Not collected

No reviewed model inference-cache contract. Browser cookies, credentials, quota refill and stored transcripts are not native prompt caching.

Lifetime & refresh
Not collected

No reviewed model inference-cache contract. Browser cookies, credentials, quota refill and stored transcripts are not native prompt caching.

How to enable it
Not collected

No reviewed model inference-cache contract. Browser cookies, credentials, quota refill and stored transcripts are not native prompt caching.

Usage fields
Not collected

No reviewed model inference-cache contract. Browser cookies, credentials, quota refill and stored transcripts are not native prompt caching.

Billing rules
Not collected

No reviewed model inference-cache contract. Browser cookies, credentials, quota refill and stored transcripts are not native prompt caching.

Limits & data boundaries
Not collected

No reviewed model inference-cache contract. Browser cookies, credentials, quota refill and stored transcripts are not native prompt caching.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

Caching reviewed 16 Oct 2026

What the measurements say

Afrikaans language-ID accuracy

Lelapa AI · provider-reported
93.73%

Published model-card evaluation, not independently reproduced and not a guarantee for current routing or different recordings. Version 1.0.0 language-specific test-set accuracy.

Evaluation source (opens in a new tab)

ZA English language-ID accuracy

Lelapa AI · provider-reported
87.45%

Published model-card evaluation, not independently reproduced and not a guarantee for current routing or different recordings. Version 1.0.0 language-specific test-set accuracy.

Evaluation source (opens in a new tab)

seSotho language-ID accuracy

Lelapa AI · provider-reported
86.98%

Published model-card evaluation, not independently reproduced and not a guarantee for current routing or different recordings. Version 1.0.0 language-specific test-set accuracy.

Evaluation source (opens in a new tab)

isiZulu language-ID accuracy

Lelapa AI · provider-reported
91.3%

Published model-card evaluation, not independently reproduced and not a guarantee for current routing or different recordings. Version 1.0.0 language-specific test-set accuracy.

Evaluation source (opens in a new tab)

Latency and throughput depend on the host, request size, reasoning settings and load. There is no measured speed or global usage figure in this record.

The record behind the model

Why it is included

The provider model card explicitly identifies proprietary model weights or a proprietary fine-tuned derivative. Current language routes may use newer unnamed checkpoints; catalog family labels are not invented API model IDs.

Classification evidence (opens in a new tab)

Lifecycle dates

Published model-card date7 Nov 2023Source (opens in a new tab)

Sources reviewed