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Reach technical buyers while they are choosing

Run a four-week newsletter sponsorship, launch a model, explain a technical product, or stay visible in a category with a fixed-fee campaign. Every paid placement is labeled, measured at the page or issue level, limited to the written scope, and kept outside the ranking system.

View packagesSubmit model evidence

Editorial coverage

Getting listed is free

Send the evidence. We review it under the same rules as every other model.

Submit model evidence

What to send

  • Exact model and API identifiers
  • Official documentation, current pricing, and context limits
  • Published benchmark results with settings and primary-source links
  • Result files or methodology when they are available

Payment cannot buy inclusion, faster review, new benchmark testing, a score, a rank, or favorable coverage.

Current audience evidence

509.4K
pageviews

four complete weeks ending July 25, 2026

58.3K
Google clicks

28 days ending July 6, 2026

82.1%
desktop audience

analytics export through July 10, 2026

2,155
active subscribers

122 countries · July 27, 2026

Paid distribution

Choose the outcome you need

Every proposal fixes the pages, placements, issues, dates, production work, reporting, and total fee before launch. There are no commissions, CPA fees, revenue share, or percentages of sales.

Audience totals describe the whole site and subscriber list. Each package covers only the pages, placements, or regular issues named in its scope.

Founding offer

Newsletter Sponsorship

Build recognition with AI evaluators across four consecutive weekly issues.

$2,000 flat

4 consecutive regular issues

Included

  • The only labeled sponsor section in each issue
  • One clear call to action and tracked link in each section
  • Copy guidance before launch and one message refresh after the second issue
  • Delivered emails, unique sponsor clicks, and sponsor CTR by issue, plus a close-out report

Scope boundary: Campaign dates are confirmed only when regular weekly delivery is active. No dedicated email, site placement, article, category exclusivity, or guaranteed clicks or conversions.

On-site test

Decision Surface Pilot

Test one message on one matched buyer journey.

$2,500 flat

30 days

Included

  • Three sponsored placements, named before launch
  • Page and visible-placement impressions, clicks, and CTR
  • Weekly reporting and one copy refresh

Scope boundary: No homepage placement, custom research, newsletter distribution, or category exclusivity.

Permanent article

Sponsored Research

Give technical buyers a durable, evidence-led explanation of your product.

$6,000 flat

One project + 30-day promotion

Included

  • One labeled technical article or data brief
  • Source review, editing, and clear presentation of the evidence you provide
  • One factual-review round while BenchLM keeps final editorial control
  • A 30-day featured placement and two relevant on-site placements
  • One newsletter placement if a regular issue is sent during the promotion window
  • A final delivery and click report

Scope boundary: No homepage placement, broader launch campaign, new benchmark testing, or guaranteed conclusion.

Model launch

Launch Campaign

Launch one model or product where buyers are already comparing options.

$7,500 flat

30 days

Included

  • One permanent, labeled technical article or data brief
  • Source review, editing, and clear presentation of the evidence you provide
  • One factual-review round
  • A 30-day featured placement
  • Six sponsored placements across the homepage, Compare, Models, and three agreed context pages
  • One newsletter placement if a regular issue is sent during the campaign
  • Weekly reporting and one copy refresh

Scope boundary: No placement beyond 30 days, category exclusivity, or influence over scores, rankings, or coverage.

Sustained presence

Category Partner

Stay visible while buyers compare products in one category.

$5,000 flat / month

3-month minimum · $15,000 total

Included

  • Five sponsored placements across the named category and relevant decision pages
  • Pages named before each month begins
  • Weekly reporting and one copy refresh per month
  • One newsletter placement in each paid month when a regular issue is sent

Scope boundary: No homepage placement, research production, or exclusivity unless the written scope adds it.

Larger scope

Custom Campaign

Combine multiple categories, research assets, longer terms, or exclusivity.

Fixed quote

$10,000 minimum

Included

  • Every deliverable, placement, date, and reporting field named in advance
  • One total fee agreed before work begins
  • Custom reporting or exclusivity when the written scope includes it

Scope boundary: No commissions, CPA fees, revenue share, or other variable charges.

Sponsored research starts from source material and usable data you provide. New benchmark runs, data collection, dataset cleaning, and custom analysis receive a separate fixed quote. Promotional placements end with the campaign; the labeled article or data brief stays published permanently. We guarantee the written scope and dates, not traffic, clicks, conversions, or revenue.

Ask about a package

See the placement and its result

Native does not mean disguised. Every commercial unit is labeled before the link, names the relevant next step, and reports performance at the page, placement, or issue level. Partner conversions appear only when the partner returns them by sub-ID.

Placement example · self-hosting result

Sponsored placement

Run the selected model on a rented GPU

The model is open weight. Compare a dedicated Pod with request-driven Serverless deployment before buying hardware.

Compare GPU options

Commercial relationships never affect rankings, scores, or coverage.

Reporting fields

No modeled results
FieldBreakdown
Page impressions
By page, country, and device
Visible placement impressions
Recorded when the sponsored unit enters view
Outbound clicks and CTR
By placement and copy version
Newsletter delivery
Delivered emails, unique sponsor clicks, and sponsor CTR by issue
Partner conversions
Only when returned with the campaign sub-ID

Without partner-side events, the report stops at delivery and clicks. It does not infer accounts, spend, revenue, or return on investment.

The ranking system stays outside the deal

Sponsors cannot buy a score, a rank, benchmark inclusion, verification treatment, or favorable coverage. Commercial units are labeled before the link. Sponsored research is labeled in the title and opening disclosure. That separation is part of the product, not a negotiable campaign setting.

Tell us the outcome you need

Send the product, audience, timing, and result you want the campaign to support. We will return one recommended package with its pages, placements, issues, dates, reporting, and fixed fee.

Ask about a package