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Research AI · PROFILE REVIEWED 12 SEPTEMBER 2026

GPT‑Rosalind

A specialist life-sciences model with published pricing and broader controlled access. It belongs on a governed research shortlist, but Workbench remains in preview and independent same-task scientific, cost and reliability testing is pending.

BEST FOREligible life-sciences organisations testing governed research workflows across biology, drug discovery and translational medicineNOT IDEAL FORAccess requires organisational approval and trusted-access review
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Price
$5/1M input, $0.50/1M cached input and $25/1M output tokens from 5 October 2026; tools and compute are additional · Profile record only; separate pricing check not recorded: 12 September 2026. USD list price; UK price/VAT to confirm.
Access
No self-service trial; global access for eligible organisations requires trusted-access qualification and safety review
EDITORIAL PROFILEIndependently structuredPRICING CHECKSeparate check not recordedDISCLOSURENo pay-to-win score
BEFORE YOU BUY

GPT‑Rosalind: evidence before purchase

What we can verify

Supplier information and independent test results are separate. Check the linked product and pricing sources before purchase.

What an independent test needs to cover

Test output accuracy, retries, reviewer effort, data handling and total cost using the pilot below. No completion date is scheduled; a score will require a published method and results.

Supplier facts recorded
12 September 2026
Recheck required: more than 30 days since check. This is not an independent test date.
Methodology checked on

Price and UK access check

$5/1M input, $0.50/1M cached input and $25/1M output tokens from 5 October 2026; tools and compute are additional · Profile record only; separate pricing check not recorded: 12 September 2026. USD list price; UK price/VAT to confirm.

Pricing freshness: Check date not recorded.

VERIFIED CHANGE HISTORY

What changed for GPT‑Rosalind.

Open Change Radar →
Access

GPT‑Rosalind leaves research preview with expanded trusted access

Research teams have a published API price and broader route to evaluation, but access remains controlled and Rosalind Workbench is still in research preview.

OpenAI GPT‑Rosalind update ↗
EDITOR VERDICT

A specialist life-sciences model with published pricing and broader controlled access. It belongs on a governed research shortlist, but Workbench remains in preview and independent same-task scientific, cost and reliability testing is pending.

WHAT IT IS

GPT‑Rosalind, explained.

GPT‑Rosalind is designed for eligible life-sciences organisations testing governed research workflows across biology, drug discovery and translational medicine. HubAI treats it as a workflow purchase rather than a novelty: the relevant question is whether it produces an acceptable result repeatedly, with controls your team can understand and a cost that remains predictable after the trial ends.

Best forEligible life-sciences organisations testing governed research workflows across biology, drug discovery and translational medicineTrialNo self-service trial; global access for eligible organisations requires trusted-access qualification and safety review
60-SECOND BUYING DECISION

Where GPT‑Rosalind fits—and where it does not.

BUY FOR

Eligible life-sciences organisations testing governed research workflows across biology, drug discovery and translational medicine

MEASURE

material claims supported by opened, relevant primary sources

MAIN TRADE-OFF

Access requires organisational approval and trusted-access review

PROOF TEST

Audit ten output claims against the cited paper or primary publication.

PRODUCT PROOF

See the workflow before you buy.

PROFILE REVIEW · 12 SEPTEMBER 2026
GPOfficial Rosalind product page, research examples and access request
01

Bring one representative input

02

Run the same job three times

03

Measure accepted output and cost

HUBAI TEST CONSOLE · RESEARCH AI
DATA & PRIVACY

OpenAI limits GPT‑Rosalind to approved internal research through trusted access. Review retention, model-training terms, access management, auditability and data-processing region for the contracted route before using proprietary research data.

DEPLOYMENT

Available globally to eligible organisations through ChatGPT, Codex and the API after qualification and safety review. The published API identifier is gpt-rosalind-research; Rosalind Workbench remains in research preview.

WORKS WITH

ChatGPT · Codex · OpenAI API · Life Sciences research plugin · 50+ scientific tools and data sources

EDITORIAL STATUS

Vendor facts and HubAI opinion are separated. Sponsored placement cannot buy a higher score.

HUBAI PROCUREMENT PASSPORT

A buying record your team can challenge.

One compact record for price, access, data handling, deployment and the test that must pass before adoption.

BUY FOREligible life-sciences organisations testing governed research workflows across biology, drug discovery and translational medicineCOMMERCIAL ROUTE$5/1M input, $0.50/1M cached input and $25/1M output tokens from 5 October 2026; tools and compute are additional · Profile record only; separate pricing check not recorded: 12 September 2026. USD list price; UK price/VAT to confirm.No self-service trial; global access for eligible organisations requires trusted-access qualification and safety review
DATA & PRIVACYNeeds buyer verification

OpenAI limits GPT‑Rosalind to approved internal research through trusted access. Review retention, model-training terms, access management, auditability and data-processing region for the contracted route before using proprietary research data.

DEPLOYMENTRoute mapped

Available globally to eligible organisations through ChatGPT, Codex and the API after qualification and safety review. The published API identifier is gpt-rosalind-research; Rosalind Workbench remains in research preview.

INTEGRATIONS5 named routes

ChatGPT · Codex · OpenAI API · Life Sciences research plugin · 50+ scientific tools and data sources

PROOF TESTRequired before scale

Freeze one representative scientific workflow and compare accepted conclusions, source traceability, tool-call failures, expert correction time and complete cost with the current process. Do not treat vendor benchmarks as an independent result.

Official-source facts HubAI editorial judgement Buyer verification still requiredProfile checked 12 September 2026
STRENGTHS

What earns its shortlist place.

+01

Purpose-built reasoning across chemistry, proteins, genomics and biological research workflows

Why it matters: compresses source discovery.

+02

Available to qualified customers through ChatGPT, Codex and the API

Why it matters: structures evidence for review.

+03

Can work with a free Codex research plugin covering more than 50 scientific tools and data sources

Why it matters: makes research gaps easier to see.

LIMITATIONS

What can break the business case.

−01

Access requires organisational approval and trusted-access review

Buyer impact: can hide weak or mismatched evidence.

−02

Rosalind Workbench remains in research preview

Buyer impact: never removes the need to read primary sources.

−03

Published performance evidence is vendor-led and clinical or regulatory conclusions still require qualified review

Buyer impact: coverage varies by field and publication access.

Cost reality

The subscription price is only the starting point. HubAI evaluates usage limits, failed attempts and the work needed to produce one usable result. Pricing changes frequently, so the structure and verification date matter more than a headline price.

PRICING DECODER

Budget for the result, not the plan badge.

Published structure
$5/1M input, $0.50/1M cached input and $25/1M output tokens from 5 October 2026; tools and compute are additional · Profile record only; separate pricing check not recorded: 12 September 2026. USD list price; UK price/VAT to confirm.
Free or trial route
No self-service trial; global access for eligible organisations requires trusted-access qualification and safety review
Primary cost driver
search or analysis allowance, document volume and researcher verification time
Budget test
Record the total cost, attempts and human correction needed to produce ten accepted results.

Separate pricing check date: not recorded. Profile review: 12 September 2026. Confirm live price, VAT, region, usage rights and cancellation terms with the vendor before purchase.

HUBAI TRUE COST LAB

What does one accepted result really cost?

Model your own usage. HubAI separates subscription cost from retries and human review—without pretending a headline plan price tells the whole story.

DERIVED VALUE · EFFECTIVE COST / ACCEPTED OUTPUT£3.414286Human review dominates
Expected accepted outputs70
Expected unaccepted attempts30
Cost compositionper accepted output
Software £0.414286Human review £3.00Overhead £0.00
Human review minutes apply to accepted outputs only. Include review of unsuccessful attempts in monthly overhead. Evidence labels: the published price reference is SOURCE DATA; every editable number is USER INPUT / ASSUMPTION; totals are DERIVED VALUES. Run a representative batch and count only outputs your team would genuinely publish or use. This scenario is not a vendor quote or financial advice.
PRACTICAL GUIDE

Where GPT‑Rosalind earns its place.

01

Build a source-led literature map

Test this job with your own inputs and judge the finished result—not the first draft.

02

Extract evidence into a reviewable table

Test this job with your own inputs and judge the finished result—not the first draft.

03

Identify disagreements and open research questions

Test this job with your own inputs and judge the finished result—not the first draft.

A safer four-step trial

  1. Start with one narrow job that matches GPT‑Rosalind's strongest use case.
  2. Prepare approved source material, examples and a clear acceptance standard.
  3. Run three realistic tasks and record attempts, correction time and export quality.
  4. Keep human approval before publishing, sending or acting on the result.
READY-TO-USE PROMPTS

Start with a better brief.

01Act as a specialist in research ai. Ask me three questions before creating the first draft. The outcome I need is: [describe outcome].
02Create two approaches for [task]. Use this audience: [audience]. Respect these constraints: [constraints]. Explain the trade-off between the two approaches.
03Review this output against accuracy, tone, privacy, cost and usability. List the changes required before a person should approve it.
RISK & GOVERNANCE

What to check before adoption.

Do not place confidential, personal or rights-restricted material into GPT‑Rosalind until your organisation has reviewed its current terms, retention settings and account controls. AI output can be plausible and still wrong; regulated, financial, legal and employment decisions require qualified human review.

HUBAI REVIEW RECORD

What HubAI checked—and when.

This is HubAI's editorial record, not the vendor's product changelog or a live uptime claim.

04 SEP 2026

Decision layer expanded

Use-case routes, relevant comparisons and alternatives connected to the product profile.

03 SEP 2026

Commercial profile reviewed

Entry price structure, free or trial route and buyer limitations checked for editorial use.

12 September 2026

Editorial profile published

Verdict, best fit, strengths, limitations, prompts and governance questions structured.

ALSO SHORTLIST

Alternatives to GPT‑Rosalind

QUICK COMPARISON

GPT‑Rosalind against its closest shelf.

Scores are editorial signals, not a universal winner. Choose around the exact job and run the same proof test.

ProductHubAI scoreBest forPrice structureAccessDecision
GPT‑Rosalind CURRENTEligible life-sciences organisations testing governed research workflows across biology, drug discovery and translational medicine$5/1M input, $0.50/1M cached input and $25/1M output tokens from 5 October 2026; tools and compute are additional · Profile record only; separate pricing check not recorded: 12 September 2026. USD list price; UK price/VAT to confirm.No self-service trial; global access for eligible organisations requires trusted-access qualification and safety reviewCurrent profile
PerplexitySource-led web research, fast briefings and answer-engine discoveryCurrent vendor price not verified; confirm plan, currency and UK VAT at the official source.Current access and plan limits not verified; confirm at the official source.Compare →
ElicitStructured literature reviews and evidence extraction from research papersCurrent vendor price not verified; confirm plan, currency and UK VAT at the official source.Current access and plan limits not verified; confirm at the official source.Compare →
ConsensusFast evidence-led answers grounded in academic researchCurrent vendor price not verified; confirm plan, currency and UK VAT at the official source.Current access and plan limits not verified; confirm at the official source.Compare →
PROCUREMENT CHECKLIST

Questions to answer before adoption.

  1. 01What sources are indexed and excluded?
  2. 02Does each claim map to the cited passage?
  3. 03Can inclusion criteria and search history be exported?
  4. 04How are uploaded papers retained?
COMMON BUYER QUESTIONS

GPT‑Rosalind FAQ.

What is GPT‑Rosalind best for?

GPT‑Rosalind is best suited to eligible life-sciences organisations testing governed research workflows across biology, drug discovery and translational medicine. HubAI's current verdict is: A specialist life-sciences model with published pricing and broader controlled access. It belongs on a governed research shortlist, but Workbench remains in preview and independent same-task scientific, cost and reliability testing is pending.

Does GPT‑Rosalind have a free plan or trial?

No self-service trial; global access for eligible organisations requires trusted-access qualification and safety review. Check the official product page before buying because allowances, regions and eligibility can change.

How much does GPT‑Rosalind cost?

$5/1M input, $0.50/1M cached input and $25/1M output tokens from 5 October 2026; tools and compute are additional · Profile record only; separate pricing check not recorded: 12 September 2026. USD list price; UK price/VAT to confirm.. The useful comparison is total cost per accepted result, including retries, limits and human correction—not the advertised entry price alone.

What should I compare with GPT‑Rosalind?

Compare products in the same Research AI shelf against one identical task, acceptance rule and cost window. Focus on material claims supported by opened, relevant primary sources.