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mamba-codestral-7B-v0.1

ovhcloud · chat model

mamba-codestral-7B-v0.1 is listed here as a chat model from ovhcloud. This page shows simple API pricing, token limits, and capability flags so you can compare it with similar options.

Input
$0.1900 / 1M tokens
Output
$0.1900 / 1M tokens
Cached input
N/A
Context
256.0K

Quick read

Best for

Use this page when you need a fast view of cost, context size, and supported features before testing the model in your own workload.

Things to verify

Always check the provider page for discounts, cache pricing, region rules, and any model limits that may not appear in public metadata.

Pricing

Item Price
Input
$0.1900 / 1M tokens
Output
$0.1900 / 1M tokens
Embedding
$0.1900 / 1M tokens

Token limits

Context window
256.0K
Max input tokens
256.0K
Max output tokens
256.0K
Max tokens
256.0K

Capabilities

Capability Supported
Vision
Function calling
Parallel function calling
Tool choice
Prompt caching
Reasoning
Response schema
System messages
Audio input
Audio output
Web search
PDF input
Video input

Benchmarks

Most benchmark rows are attached to the base model family rather than this provider route. Open benchmark explorer

Benchmark Score Metric Scope Checked Source
Codestral 25.01 overview table 81.1% HumanEval Base model: Codestral (Codestral-2405) 2026-05-31 Link
Codestral 25.01 overview table 78.2% MBPP Base model: Codestral (Codestral-2405) 2026-05-31 Link
Codestral 25.01 overview table 51.3% CruxEval Base model: Codestral (Codestral-2405) 2026-05-31 Link
Codestral 25.01 overview table 31.5% LiveCodeBench Base model: Codestral (Codestral-2405) 2026-05-31 Link
Codestral 25.01 overview table 34.0% RepoBench Base model: Codestral (Codestral-2405) 2026-05-31 Link
Codestral 25.01 overview table 63.5% Spider Base model: Codestral (Codestral-2405) 2026-05-31 Link
Codestral 25.01 overview table 50.5% CanItEdit Base model: Codestral (Codestral-2405) 2026-05-31 Link
Codestral 25.01 overview table 65.6% HumanEval (average) Base model: Codestral (Codestral-2405) 2026-05-31 Link
Codestral 25.01 overview table 82.1% HumanEvalFIM (average) Base model: Codestral (Codestral-2405) 2026-05-31 Link
Aider Polyglot 11.1% percent correct Base model: Codestral (Codestral 25.01) 2026-05-31 Link

Sources

Source links
Pricing data LiteLLM model cost map
Synced at 2026-05-28

Docs

Official docs

Similar models

This list is ranked by overall similarity. Use filters to emphasize the lens that matters most for the replacement you are making.

Comparing from
Model Cost Input shape Features Context Why it is close
mamba-codestral-7B-v0.1
ovhcloud
In $0.1900 / 1M tokens
Out $0.1900 / 1M tokens
Output: unknown
Response schema
256.0K
Current model
Reference row

Overall blends cost, modality overlap, capabilities, and context.

Model Cost Input shape Features Context Why it is close
llama4-scout-instruct-basic
fireworks_ai
In $0.1500 / 1M tokens
Out $0.6000 / 1M tokens
imagetext
Output: text
Response schema
131.1K
Partial I/O overlap
Overall 43%
llama4-maverick-instruct-basic
fireworks_ai
In $0.2200 / 1M tokens
Out $0.8800 / 1M tokens
imagetext
Output: text
Response schema
131.1K
Partial I/O overlap
Overall 43%
ministral-3-14b-2512
Mistral
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
Output: unknown
Response schema
262.1K
Partial I/O overlap
Overall 40%
deepseek-v3-0324
fireworks_ai
In $0.9000 / 1M tokens
Out $0.9000 / 1M tokens
text
Output: text
Response schema
163.8K
Partial I/O overlap
Overall 39%
ministral-3-8b-2512
Mistral
In $0.1500 / 1M tokens
Out $0.1500 / 1M tokens
Output: unknown
Response schema
262.1K
Partial I/O overlap
Overall 37%
ministral-8b-2512
Mistral
In $0.1500 / 1M tokens
Out $0.1500 / 1M tokens
imagetext
Output: text
Response schema
262.1K
Partial I/O overlap
Overall 37%
llama-v3p1-8b-instruct
fireworks_ai
In $0.1000 / 1M tokens
Out $0.1000 / 1M tokens
text
Output: text
Response schema
16.4K
Partial I/O overlap
Overall 36%
llama-v3p2-1b-instruct
fireworks_ai
In $0.1000 / 1M tokens
Out $0.1000 / 1M tokens
text
Output: text
Response schema
16.4K
Partial I/O overlap
Overall 36%
llama-v3p2-3b-instruct
fireworks_ai
In $0.1000 / 1M tokens
Out $0.1000 / 1M tokens
text
Output: text
Response schema
16.4K
Partial I/O overlap
Overall 36%
deepseek-r1-0528
fireworks_ai
In $3.0000 / 1M tokens
Out $8.0000 / 1M tokens
text
Output: text
Response schema
160.0K
Partial I/O overlap
Overall 35%
Mixtral-8x7B-Instruct-v0.1
ovhcloud
In $0.6300 / 1M tokens
Out $0.6300 / 1M tokens
Output: unknown
Response schema
32.0K
Same provider
Overall 33%
llama-v3p2-11b-vision-instruct
fireworks_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
Response schema
16.4K
Partial I/O overlap
Overall 32%
deepseek-coder-v2-instruct
fireworks_ai
In $1.2000 / 1M tokens
Out $1.2000 / 1M tokens
text
Output: text
Response schema
65.5K
Partial I/O overlap
Overall 32%
Qwen2.5-Coder-32B-Instruct
ovhcloud
In $0.8700 / 1M tokens
Out $0.8700 / 1M tokens
Output: unknown
Response schema
32.0K
Same provider
Overall 31%
gpt-oss-20b
ovhcloud
In $0.0400 / 1M tokens
Out $0.1500 / 1M tokens
Output: unknown
Response schema
131.0K
Same provider
Overall 31%
deepseek-r1-basic
fireworks_ai
In $0.5500 / 1M tokens
Out $2.1900 / 1M tokens
text
Output: text
Response schema
20.5K
Partial I/O overlap
Overall 30%
deepseek-v3
fireworks_ai
In $0.9000 / 1M tokens
Out $0.9000 / 1M tokens
text
Output: text
Response schema
8.2K
Partial I/O overlap
Overall 30%
gpt-oss-120b
ovhcloud
In $0.0800 / 1M tokens
Out $0.4000 / 1M tokens
Output: unknown
Response schema
131.0K
Same provider
Overall 29%
Mistral-Nemo-Instruct-2407
ovhcloud
In $0.1300 / 1M tokens
Out $0.1300 / 1M tokens
Output: unknown
Response schema
118.0K
Same provider
Overall 29%
llava-v1.6-mistral-7b-hf
ovhcloud
In $0.2900 / 1M tokens
Out $0.2900 / 1M tokens
Output: unknown
Response schema
32.0K
Same provider
Overall 27%
deepseek-r1
fireworks_ai
In $3.0000 / 1M tokens
Out $8.0000 / 1M tokens
text
Output: text
Response schema
20.5K
Partial I/O overlap
Overall 27%
QwQ-32B
hyperbolic
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
Output: unknown
Low overlap
131.1K
Partial I/O overlap
Overall 27%
DeepSeek-V3
hyperbolic
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
Output: unknown
Low overlap
32.8K
Partial I/O overlap
Overall 21%
eu.meta.llama3-2-3b-instruct-v1:0
Bedrock
In $0.1900 / 1M tokens
Out $0.1900 / 1M tokens
text
Output: text
Low overlap
4.1K
Partial I/O overlap
Overall 20%
llama-guard-4-12b
Groq
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
Output: unknown
Low overlap
8.2K
Partial I/O overlap
Overall 19%
llama3-8b-instruct
gradient_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
Output: unknown
Low overlap
512
Partial I/O overlap
Overall 19%