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phi-3-vision-128k-instruct

fireworks_ai · chat model

phi-3-vision-128k-instruct is listed here as a chat model from fireworks_ai. This page shows simple API pricing, token limits, and capability flags so you can compare it with similar options.

Input
$0.2000 / 1M tokens
Output
$0.2000 / 1M tokens
Cached input
N/A
Context
32.1K
Compare similar models Open a side-by-side table using this route and the closest match from the current catalog. Estimate workload cost Use token counts, request volume, and cache assumptions to check a realistic monthly bill. Explore benchmark family Review source-backed benchmark rows for the attached base model family. Check data sources See how pricing data is generated and what still needs provider verification.

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
$0.2000 / 1M tokens
Output
$0.2000 / 1M tokens
Embedding
$0.2000 / 1M tokens

Token limits

Context window
32.1K
Max input tokens
32.1K
Max output tokens
32.1K
Max tokens
32.1K

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
MMLU 75.5 5-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
ARC-Challenge 90.8 10-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
GSM8K (CoT) 87.3 8-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
HumanEval 59.1 0-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
AGI Eval 39.5 5-shot Base model: Phi-3 (Phi-3-Mini-128K-Instruct) 2026-05-31 Link
MMLU 69.7 5-shot Base model: Phi-3 (Phi-3-Mini-128K-Instruct) 2026-05-31 Link
BigBench Hard 72.1 3-shot Base model: Phi-3 (Phi-3-Mini-128K-Instruct) 2026-05-31 Link
ANLI 52.3 7-shot Base model: Phi-3 (Phi-3-Mini-128K-Instruct) 2026-05-31 Link
HellaSwag 70.5 5-shot Base model: Phi-3 (Phi-3-Mini-128K-Instruct) 2026-05-31 Link
ARC-Challenge 85.5 10-shot Base model: Phi-3 (Phi-3-Mini-128K-Instruct) 2026-05-31 Link
ARC Easy 97.3 10-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
BoolQ 83.7 2-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
CommonsenseQA 80.8 10-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
MedQA 46.3 2-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
OpenBookQA 87.8 10-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
PIQA 88.1 5-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
Social IQA 78.7 5-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
TruthfulQA (MC2) 69.6 10-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
WinoGrande 80.1 5-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
TriviaQA 66.0 5-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
GSM8K (CoT) 87.3 8-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
HumanEval 59.1 0-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 2026-05-31 Link
MBPP 70.3 3-shot Base model: Phi-3 (Phi-3-Small-128K-Instruct) 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
phi-3-vision-128k-instruct
fireworks_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
No public capabilities
32.1K
Current model
Reference row

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

Model Cost Input shape Features Context Why it is close
qwen2-vl-7b-instruct
fireworks_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
Low overlap
32.8K
Same provider
Overall 75%
llama-v3p2-11b-vision-instruct
fireworks_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
Low overlap
16.4K
Same provider
Overall 68%
gpt-oss-120b
novita
In $0.0500 / 1M tokens
Out $0.2500 / 1M tokens
imagetext
Output: text
Low overlap
32.8K
Text + image covered
Overall 66%
gpt-oss-20b
novita
In $0.0400 / 1M tokens
Out $0.1500 / 1M tokens
imagetext
Output: text
Low overlap
32.8K
Text + image covered
Overall 65%
qwen2-vl-2b-instruct
fireworks_ai
In $0.1000 / 1M tokens
Out $0.1000 / 1M tokens
imagetext
Output: text
Low overlap
32.8K
Same provider
Overall 65%
gpt-4.1-nano
Azure
In $0.1000 / 1M tokens
Out $0.4000 / 1M tokens
imagetext
Output: text
Low overlap
32.8K
Text + image covered
Overall 65%
mistral.ministral-3-14b-instruct
bedrock_converse
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
Low overlap
8.2K
Text + image covered
Overall 64%
firesearch-ocr-v6
fireworks_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
Low overlap
8.2K
Same provider
Overall 64%
qwen2p5-vl-3b-instruct
fireworks_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
Low overlap
128.0K
Same provider
Overall 64%
qwen2p5-vl-7b-instruct
fireworks_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
Low overlap
128.0K
Same provider
Overall 64%
firellava-13b
fireworks_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
Low overlap
4.1K
Same provider
Overall 62%
ministral-14b-2512
OpenRouter
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: text
Low overlap
262.1K
Text + image covered
Overall 62%
internvl3-8b
fireworks_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext video
Output: text
Low overlap
16.4K
Same provider
Overall 60%
gpt-4o-mini-2024-07-18
Azure
In $0.1650 / 1M tokens
Out $0.6600 / 1M tokens
imagetext
Output: text
Low overlap
16.4K
Text + image covered
Overall 58%
gpt-4o-2024-08-06
Azure
In $2.7500 / 1M tokens
Out $11.0000 / 1M tokens
imagetext
Output: text
Low overlap
16.4K
Text + image covered
Overall 49%
gpt-4o-2024-11-20
Azure
In $2.7500 / 1M tokens
Out $11.0000 / 1M tokens
imagetext
Output: text
Low overlap
16.4K
Text + image covered
Overall 49%
model_router
azure_ai
In $0.1400 / 1M tokens
Out N/A
imagetext
Output: text
Low overlap
N/A
Text + image covered
Overall 46%
anthropic.claude-mythos-preview
Bedrock
In N/A
Out N/A
imagetext
Output: text
Low overlap
128.0K
Text + image covered
Overall 44%
anthropic.claude-3-opus-20240229-v1:0
Bedrock
In $15.0000 / 1M tokens
Out $75.0000 / 1M tokens
imagetext
Output: text
Low overlap
4.1K
Text + image covered
Overall 42%
DeepSeek-V3
hyperbolic
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: unknown
Low overlap
32.8K
Partial I/O overlap
Overall 35%
Missing text, image
llama-guard-4-12b
Groq
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: unknown
Low overlap
8.2K
Partial I/O overlap
Overall 24%
Missing text, image
QwQ-32B
hyperbolic
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: unknown
Low overlap
131.1K
Partial I/O overlap
Overall 24%
Missing text, image
Llama-3.3-70B-Instruct
crusoe
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: unknown
Low overlap
131.1K
Partial I/O overlap
Overall 24%
Missing text, image
llama3-8b-instruct
gradient_ai
In $0.2000 / 1M tokens
Out $0.2000 / 1M tokens
imagetext
Output: unknown
Low overlap
512
Partial I/O overlap
Overall 20%
Missing text, image