Readiness Notes

Sesame: CSM 1B

Sesame: CSM 1B is a premium model with standard context support, suited to general chat and enterprise assistants for enterprise teams.

Try Sesame: CSM 1B with your team

Last reviewed: 2026-04-28

Context Window

4,096

Input / 1M

$10.50

Output / 1M

$0.00

What can you do with Sesame: CSM 1B?

Practical ways teams can use Sesame: CSM 1B inside governed AI workflows.

Create presentations with Sesame: CSM 1B

Turn notes, research, and meeting outcomes into structured slide outlines, speaker notes, and executive narratives with Sesame: CSM 1B.

Code and debug with Sesame: CSM 1B

Draft features, explain unfamiliar code, generate tests, review pull requests, and reason through implementation tradeoffs with Sesame: CSM 1B.

Summarize long documents with Sesame: CSM 1B

Condense contracts, policies, technical specs, RFPs, and research reports into decision-ready summaries with Sesame: CSM 1B.

Analyze spreadsheets with Sesame: CSM 1B

Interpret CSV exports, explain variance, generate formulas, and identify operational or financial patterns with Sesame: CSM 1B.

Draft customer communications with Sesame: CSM 1B

Create support replies, sales follow-ups, onboarding emails, renewal messages, and account updates with Sesame: CSM 1B.

Prepare legal and compliance reviews with Sesame: CSM 1B

Extract obligations, flag risky clauses, compare policy language, and prepare review checklists with Sesame: CSM 1B.

Build workflow automations with Sesame: CSM 1B

Plan agent steps, transform data between tools, create structured outputs, and support repeatable operations with Sesame: CSM 1B.

Research competitors and markets with Sesame: CSM 1B

Synthesize market signals, positioning, pricing context, customer segments, and competitive risks with Sesame: CSM 1B.

Create knowledge-base answers with Sesame: CSM 1B

Answer employee questions from internal policies, product docs, training material, and operating procedures with Sesame: CSM 1B.

Support finance planning with Sesame: CSM 1B

Draft budget narratives, explain spend drivers, create forecast assumptions, and summarize vendor costs with Sesame: CSM 1B.

Improve security reviews with Sesame: CSM 1B

Classify risk, draft incident summaries, review access patterns, and create remediation action lists with Sesame: CSM 1B.

Generate product and marketing copy with Sesame: CSM 1B

Create landing-page drafts, positioning variants, launch messaging, ad concepts, and campaign briefs with Sesame: CSM 1B.

Why this model

Sesame: CSM 1B is available in Remova as a standard context option with $10.50 per 1M tokens input pricing, $0.00 per 1M tokens output pricing, and text->speech modality support for enterprise AI operations.

Sesame: CSM 1B offers standard context capacity for enterprise prompts and documents.
Current Remova pricing band is premium: $10.50 per 1M tokens input and $0.00 per 1M tokens output.
Best-fit workloads include: General chat, Enterprise assistants.
Use policy checks and output review on sensitive workflows.

At a glance

Model ID: sesame/csm-1b
Context Window: 4,096 tokens
Modality: text->speech
Input Modalities: text
Output Modalities: speech
Input Price: $10.50 per 1M tokens
Output Price: $0.00 per 1M tokens
Provider: Sesame
Listing Date: 2026-04-23

Strengths

Sesame: CSM 1B is suited for general chat.
Supports standard context for multi-step prompts and larger working sets.
Pricing profile is premium, enabling predictable workload routing decisions.
Can be paired with policy guardrails for safer deployment at scale.

Tradeoffs

Policy exceptions should be monitored and reviewed on a fixed cadence.
Standard context limits may require chunking or retrieval strategies for large documents.
Premium tiers should be restricted to high-value workflows to avoid unnecessary spend concentration.
Text-only modality can limit workflows that rely on image, audio, or document interpretation.

Best for

Sesame: CSM 1B for internal productivity assistants and knowledge workflows.
Sesame: CSM 1B for internal productivity assistants and knowledge workflows.
Sesame: CSM 1B for governed enterprise assistant workflows across teams.
Sesame: CSM 1B for governed enterprise assistant workflows across teams.

Rollout checklist

Define where Sesame: CSM 1B is default vs. fallback in your routing policy.
Enable role-based access and policy checks before opening access broadly.
Set spend guardrails by team and monitor weekly token consumption.
Watch quality and spend weekly during early deployment.
Re-run quality and cost benchmarks monthly as newer releases appear.

Related models

Explore adjacent model profiles for routing and benchmarking decisions.

Free Resource

Where Should Your Team Start with AI?

Tell us your industry and team size. We'll tell you which AI use cases will save the most time with the least setup.

You get

A shortlist of AI use cases ranked by impact and effort for your situation.

Tuning notes

frequency_penalty

Tune repetition control for long responses in multi-step workflows.

max_tokens

Set completion limits to avoid unpredictable long-output spend.

min_p

Use this parameter only with tested defaults in production workflows.

presence_penalty

Use carefully when expanding idea diversity in exploration-heavy prompts.

Free Assessment

What Could Go Wrong?

5 questions about how your company uses AI today. We'll show you the risks most companies miss until it's too late.

You get

A risk breakdown with the 3 things you should fix first.

Knowledge Hub

Sesame: CSM 1B FAQs

Choose Sesame: CSM 1B when the workload aligns with general chat, enterprise assistants and quality targets justify its pricing profile.

It depends on workload mix. Most organizations use routing policies so routine traffic stays on lower-cost tiers.

Validate quality on real internal prompts, token efficiency, latency, and policy compliance behavior.

Deploy This Model With Governance

Use policy controls, role-based access, and budget guardrails before enabling advanced model tiers at scale.

Try Sesame: CSM 1B with your team