Anrak Ensemble: Long

anrak-ensemble-longanrak/ensemble-long
General · ungroundedProfessional+

The durable task runner without the legal machinery: no planner research lanes, no citation manifest, your system prompt governing throughout. The request is split into sections, each section runs a four-model checkpoint under a three-contributor quorum, and the delivery gate withholds sections it cannot pass. Use it for long general documents — specifications, reports, analyses — that are too big for one synchronous completion.

Modalities
text → text
Price
₹29.95 / section
sections are planned per task
Context
1M
Depth
Durable general ensemble
Console

The Panel

Four independent jurists draft the same question in parallel. They are deliberately different model families, so their errors are largely independent — the condition under which fan-out plus aggregation actually beats one strong model.

JuristLensWhat it contributes
AthenaThe structured analystDecomposes the question and covers every sub-issue methodically. Usually the most complete draft.
VikramThe frontier reasonerPushes maximum depth on the hardest part of the problem. The rollout engine for deep search.
ThemisThe meticulous verifierCareful step-by-step chains that flag their own uncertainty rather than leaping to a conclusion.
ChanakyaThe pragmatic strategistTrained closest to Indian legal language and drafting convention; on the pure family, the practical-implications lens.
Why no provider table. The underlying models are never disclosed on any client-bound surface — not in the API response, not in the streamed reasoning, not here. You are buying the panel and the verification around it, and we re-point individual seats as models improve without changing this id's contract or price.

Pricing

₹29.95per section

Billed per section, not per task. The planner splits your request into 3–40 sections and each one runs ~8 underlying model calls under a three-contributor quorum. A short answer costs a few sections; a full memo costs many. The task response reports the count.

Estimate a month

Sections per month to anrak-ensemble-long.

Per section
₹29.95
Per month
₹23,960
Per 8-section task
₹240
Comparing against a per-token model?

On a reference request (2,000 tokens in, 2,000 out) this price works out to an effective $34.03 / $136.14 per 1M tokens.

That number looks high next to a raw frontier model, and it should: a raw model bills you for one call, while this id bills for 8 and a verification pass. We publish the comparison rather than hide it — but we bill per request, so a long answer does not cost you more.

Verification

Three-cop verifier panel

A Citation Cop, a Logic Cop and a Statute Cop cross-examine the consolidated answer against the authorities that were actually retrieved. Flagged fabrications are corrected before the answer returns; if the panel cannot reach quorum, the answer is withheld rather than shipped unverified.

The verdict rides on every response as anrak.verify, the drafts and their grounded scores as anrak.orchestration, and the ordered trace as anrak.reasoning. When streaming, the same narration arrives live as delta.reasoning_content.

Quickstart

Durable tasks are not OpenAI-shaped — POST returns 202 with a task id, and you poll for the result.

# 1. Submit — returns 202 immediately.
curl -X POST https://anrak.legal/api/v1/orchestra/tasks \
  -H "Authorization: Bearer ANRAK-xxxxx" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "anrak-ensemble-long",
    "kind": "long_draft",
    "messages": [{"role":"user","content":"Write a technical specification for a multi-region event bus."}]
  }'
# → {"task_id":"tsk_...","status":"queued","poll":"/api/v1/orchestra/tasks/tsk_..."}

# 2. Poll until status is "completed".
curl https://anrak.legal/api/v1/orchestra/tasks/tsk_... \
  -H "Authorization: Bearer ANRAK-xxxxx"
# → {"status":"completed","sections":12,"billing":{"sections":12,"price":"₹359.40"}, ...}

Billing follows the section count in the response — 12 sections at ₹29.95 each in the example above.

Limits and trade-offs

  • Asynchronous only — poll the task URL for the result.
  • Billed per SECTION, not per task.
  • No retrieval: sections are checked for consistency, not against any corpus.
  • Professional plan or above.

Best for

  • • Long non-legal documents built section by section
  • • Work under a strict system prompt and output format across many sections
  • • Anything too long to finish inside a synchronous request timeout

FAQ

What exactly am I charged for?
One flat ₹29.95 per successful request, debited from your pay-as-you-go balance. Failed requests are refunded automatically — including answers withheld by the verifier, which you are never billed for even though the underlying compute was spent.
Which permissions does a key need?
model:invoke. A key can also be restricted to specific model ids, so a key issued for this model cannot be used to call a more expensive one.
What happens on a plan below Professional?
The request still succeeds, but it runs the standard pipeline instead of deep search, and it is billed at the lower price. The response tells you: anrak.downgraded names what you asked for, what ran, and why.
Do you train on my requests?
No. Prompts and completions on the Model API are not used to train models. The legal family additionally routes only to zero-retention providers.
Is the answer legal advice?
No. Every authority is retrieved and citation-checked, and the verifier withholds answers it cannot stand behind, but the output is a research product — a qualified professional must review it before it is relied on.