Aya 23 35B
Aya 23 35B is worth evaluating for general LLM work when its provider route and context window match the workload.
Use it for
- Teams evaluating general LLM work
- Buyers comparing 1 tracked provider route
Do not use it for
- Vision or document-understanding workloads
- Strict JSON or tool-calling flows
- Family
- Aya
- Released
- 2024-02-21
- Parameters
- 35B
- Architecture
- Decoder Only
- Specialization
- general
- Openness
- Open weights
- License
- CC-BY-NC-4.0Commercial use: non-commercial
- Weights
- Available
- Code
- Unknown
- Training
- Fine-tuned
Cheapest of 1 route · Cohere API
About
Aya 23 35B is a cutting-edge multilingual large language model developed by Cohere For AI, featuring 35 billion parameters. It is designed for advanced multilingual capabilities across 23 languages, offering tasks like text generation, translation, summarization, and question answering. The model employs an optimized transformer architecture with innovations such as parallel attention, SwiGLU activation, and rotary positional embeddings to enhance performance. It uses a 256k vocabulary size BPE tokenizer, processing input word by word as a decoder-only model. The training process included instruction-fine-tuning with various data sources, achieving high performance in supported languages.
Top use-case fit
No primary decision-task fit is mapped for this model yet.
Provider price ladder
Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| Cohere API | $0.500 | $1.50 | Serverless |
Available via routers & gateways(4)
LiteLLM
GatewayOpen-source Python SDK and proxy server that unifies 100+ LLM APIs behind a single OpenAI-compatible interface, with load balancing, cost tracking, and configurable failover.
OpenRouter
HybridUnified hybrid gateway to 400+ models from 60+ providers via a single OpenAI-compatible API, with optional auto-routing that selects the best model per prompt.
Portkey
GatewayProduction AI gateway routing to 1,600+ LLMs with failover, load balancing, semantic caching, and guardrails; Apache 2.0 core is fully self-hostable with the complete feature set.
Kong AI Gateway
GatewayMulti-LLM AI gateway built on Kong Gateway 3.x, adding semantic routing, load balancing, guardrails, and MCP traffic analytics as plugins over Kong's existing API management platform.
Capabilities
No model capability flags are currently sourced.
Benchmark peer barsfor Coding
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
Cheapest of 1 route · Cohere API